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62 Commits

Author SHA1 Message Date
Alex Mikhalev b72bbba25e Add CRC checking to python tools 6 years ago
Alex Mikhalev 8f3fdd137a Try to fix more comms issues 6 years ago
Alex Mikhalev 429d195603 Few cleanups in ugv.cc 6 years ago
Alex Mikhalev 1e3adb691e Show yaw angle on display 6 years ago
Alex Mikhalev c734a9c32c Improve python scripts 6 years ago
Alex Mikhalev fb95ec1d7b Tune Madgewick beta 6 years ago
Alex Mikhalev 2193e397cf Config changes 6 years ago
Alex Mikhalev f03c839acf Recalibrate again 6 years ago
Alex Mikhalev 990dc93f8c Fix minor ugv_cmd issue 6 years ago
Alex Mikhalev 6965f03068 clang-format without silly alignment 6 years ago
Alex Mikhalev f8b7cc5e8b Fix clean builds 6 years ago
Alex Mikhalev 703a0715df try to fix comms issues 6 years ago
Alex Mikhalev e994d4f898 add requirements and some good changes to python stuff 6 years ago
Ryan Nemiroff ee0ff57484 Add ugv_to_ground.py 6 years ago
Alex Mikhalev 15f4080482 add stillness checking 6 years ago
Alex Mikhalev 068cd2d33b even more good commands 6 years ago
Alex Mikhalev 771e3580c4 Fix a thing 6 years ago
Alex Mikhalev dfcf050761 CLI completion 6 years ago
Alex Mikhalev 9d6d68efc1 few more CLI tweaks 6 years ago
Alex Mikhalev 2cbf80f293 improve CLI interface 6 years ago
Alex Mikhalev 28a6d087d7 config changes 6 years ago
Alex Mikhalev fefcd6e44f fix MPU calibration 6 years ago
Alex Mikhalev f01cc5de9a more and better messages 6 years ago
Alex Mikhalev cfe26b125f more calibration 6 years ago
Alex Mikhalev c1130ca63a more calibration stuff 6 years ago
Alex Mikhalev b3e9dd75ca lots of work on tools 6 years ago
Alex Mikhalev c9e872c355 Work on good tools 6 years ago
Alex Mikhalev 385a9747f6 use cmath instead of math.h 6 years ago
Alex Mikhalev 803abd05a7 inform cmake of header files 6 years ago
Alex Mikhalev d738c2b4a7 refactor everything 6 years ago
Alex Mikhalev fe5160abfc move LatLong to own file 6 years ago
Alex Mikhalev b7c3278b6f remove cmake message 6 years ago
Alex Mikhalev eb1da0bc02 move PIDController::Error to cc 6 years ago
Alex Mikhalev 46e5b33f46 move PIDController to it's own file 6 years ago
Alex Mikhalev 8a479f5841 more time for ReadLn 6 years ago
Alex Mikhalev a07f2bfd6c show state on display 6 years ago
Alex Mikhalev 31f41c4b3c send config over rf link 6 years ago
Alex Mikhalev 9fe62e38af send config from python script 6 years ago
Alex Mikhalev 1703d656dc change axes 6 years ago
Alex Mikhalev f350dbe992 Merge branch 'master' of amikhalev.com:amikhalev/uas-ugv 6 years ago
Alex Mikhalev 474f56940b fix issues with ReadLn 6 years ago
Alex Mikhalev 3b0221619d more work on calibration 6 years ago
Alex Mikhalev dd9438d4b4 more work on calibration 6 years ago
Alex Mikhalev 50fd45ce27 add flip/unflip logic 6 years ago
Alex Mikhalev 25cc0d0bc3 more PID 6 years ago
Alex Mikhalev 3f8ab289a9 add calibration values 6 years ago
Alex Mikhalev 2c63020f75 more calibration 6 years ago
Alex Mikhalev 7226d8112e lots of work on driving and fixing stuff 6 years ago
Alex Mikhalev 35d3f6b9c7 use base64 encoding for messages 6 years ago
Alex Mikhalev 771b98a667 use base64 encoding in python script 6 years ago
Alex Mikhalev d07517b2e9 fix mpu math stuff 6 years ago
Alex Mikhalev 5a67fe5e8f allow specifying serial device 6 years ago
Alex Mikhalev a92cf5cb9c Improve state flow 6 years ago
Alex Mikhalev a1cdca0799 add better test for driving 6 years ago
Alex Mikhalev 28bf68f4e6 report yaw angle change 6 years ago
Alex Mikhalev 3cc840e0eb re-enable display 6 years ago
Alex Mikhalev 5175649281 improve ugv script 6 years ago
Alex Mikhalev 7f6b699d46 increase comms task stack size 6 years ago
Alex Mikhalev a0841cf000 change initialization order 6 years ago
Alex Mikhalev 3b69f67179 run I2C at full freq 6 years ago
Alex Mikhalev 06310ab7ac runs motors at full freq 6 years ago
Alex Mikhalev 2ab357b4fc get more GPS info and less verbose GPS logging 6 years ago
  1. 4
      .clang-format
  2. 4
      .gitignore
  3. 5741
      calib/calib.nb
  4. 63
      calib/calib.py
  5. 2294
      calib/calib2.nb
  6. 5686
      calib/calibaccel.nb
  7. 3583
      calib/calibgyro.nb
  8. 9199
      calib/calibmag.nb
  9. 351
      e32_client/messages_pb2.py
  10. 0
      e32_client/requirements.txt
  11. 78
      e32_client/ugv.py
  12. 23
      main/CMakeLists.txt
  13. 60
      main/MadgwickAHRS.cpp
  14. 2
      main/MadgwickAHRS.h
  15. 14
      main/Print.cpp
  16. 8
      main/Print.h
  17. 32
      main/U8g2lib.hh
  18. 21
      main/config.proto
  19. 117
      main/e32_driver.cc
  20. 44
      main/e32_driver.hh
  21. 33
      main/lat_long.cc
  22. 31
      main/lat_long.hh
  23. 31
      main/messages.proto
  24. 78
      main/pid_controller.cc
  25. 66
      main/pid_controller.hh
  26. 77
      main/u8g2_esp32_hal.c
  27. 360
      main/ugv.cc
  28. 81
      main/ugv.hh
  29. 257
      main/ugv_comms.cc
  30. 27
      main/ugv_comms.hh
  31. 45
      main/ugv_display.cc
  32. 22
      main/ugv_io.cc
  33. 2
      main/ugv_io.hh
  34. 84
      main/ugv_io_gps.cc
  35. 35
      main/ugv_io_gps.hh
  36. 162
      main/ugv_io_mpu.cc
  37. 64
      main/ugv_io_mpu.hh
  38. 219
      main/ugv_main.cc
  39. 12
      tools/config.yml
  40. 43
      tools/config2c.py
  41. 167
      tools/config_pb2.py
  42. 0
      tools/e32.py
  43. 562
      tools/messages_pb2.py
  44. 14
      tools/requirements.txt
  45. 205
      tools/ugv.py
  46. 241
      tools/ugv_cmd.py
  47. 82
      tools/ugv_to_ground.py
  48. 857
      ugv2_moving.csv
  49. 731
      ugv2_rest.csv
  50. 1268
      ugv3_moving.csv
  51. 654
      ugv3_rest.csv

4
.clang-format

@ -3,8 +3,8 @@ Language: Cpp @@ -3,8 +3,8 @@ Language: Cpp
# BasedOnStyle: Google
AccessModifierOffset: -1
AlignAfterOpenBracket: Align
AlignConsecutiveAssignments: true
AlignConsecutiveDeclarations: true
AlignConsecutiveAssignments: false
AlignConsecutiveDeclarations: false
AlignEscapedNewlines: Left
AlignOperands: true
AlignTrailingComments: true

4
.gitignore vendored

@ -7,4 +7,6 @@ @@ -7,4 +7,6 @@
/cmake-build*
__pycache__
*.pyc
*.pyc
/venv
/tools/venv

5741
calib/calib.nb

File diff suppressed because it is too large Load Diff

63
calib/calib.py

@ -2,39 +2,48 @@ @@ -2,39 +2,48 @@
import serial
import re
import datetime
import sys
def capture_data():
num_re = r"([\-0-9\.]+)"
line_re = re.compile(r".*inputs: acc=\({0}, {0}, {0}\) gyro=\({0}, {0}, {0}\) mag=\({0}, {0}, {0}\)".format(num_re))
ser = serial.serial_for_url("hwgrep://", baudrate=115200, parity=serial.PARITY_NONE,
stopbits=serial.STOPBITS_ONE, bytesize=serial.EIGHTBITS,
timeout=2.0)
with ser:
timestr = datetime.datetime.now().strftime("%Y-%m-%d %H-%M-%S")
fname = "UGVDATA_{}.csv".format(timestr)
with open(fname, "w") as f:
try:
f.write("AX,AY,AZ,GX,GY,GZ,MX,MY,MZ\n")
while True:
try:
line = ser.read_until().decode("utf-8")
except Exception as e:
print("line decode error: ", e)
continue
matches = line_re.match(line)
if not matches:
print("line did not match: ", line)
continue
nums = [str(numstr) for numstr in matches.groups()]
if len(nums) != 9:
continue
f.write(",".join(nums))
f.write("\n")
except KeyboardInterrupt:
print("interrupt")
if len(sys.argv) >= 2:
ser_url = sys.argv[1]
else:
ser_url = "hwgrep://"
if len(sys.argv) >= 3:
fname = sys.argv[2]
f = open(fname, "w")
else:
f = sys.stdout
# timestr = datetime.datetime.now().strftime("%Y-%m-%d %H-%M-%S")
# fname = "UGVDATA_{}.csv".format(timestr)
ser = serial.serial_for_url(ser_url, baudrate=115200, parity=serial.PARITY_NONE,
stopbits=serial.STOPBITS_ONE, bytesize=serial.EIGHTBITS)
with ser, f:
try:
f.write("AX,AY,AZ,GX,GY,GZ,MX,MY,MZ\n")
while True:
try:
line = ser.read_until().decode("utf-8")
except Exception as e:
print("line decode error: ", e, file=sys.stderr)
continue
matches = line_re.match(line)
if not matches:
print("line did not match: ", line, file=sys.stderr)
continue
nums = [str(numstr) for numstr in matches.groups()]
if len(nums) != 9:
continue
f.write(",".join(nums))
f.write("\n")
f.flush()
return
except KeyboardInterrupt:
print("interrupt", file=sys.stderr)
finally:
f.flush()
if __name__ == "__main__":
capture_data()

2294
calib/calib2.nb

File diff suppressed because it is too large Load Diff

5686
calib/calibaccel.nb

File diff suppressed because it is too large Load Diff

3583
calib/calibgyro.nb

File diff suppressed because it is too large Load Diff

9199
calib/calibmag.nb

File diff suppressed because it is too large Load Diff

351
e32_client/messages_pb2.py

@ -1,351 +0,0 @@ @@ -1,351 +0,0 @@
# Generated by the protocol buffer compiler. DO NOT EDIT!
# source: messages.proto
import sys
_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1'))
from google.protobuf.internal import enum_type_wrapper
from google.protobuf import descriptor as _descriptor
from google.protobuf import message as _message
from google.protobuf import reflection as _reflection
from google.protobuf import symbol_database as _symbol_database
# @@protoc_insertion_point(imports)
_sym_db = _symbol_database.Default()
DESCRIPTOR = _descriptor.FileDescriptor(
name='messages.proto',
package='uas.ugv.messages',
syntax='proto3',
serialized_options=_b('H\003'),
serialized_pb=_b('\n\x0emessages.proto\x12\x10uas.ugv.messages\"V\n\x08Location\x12\x13\n\x0b\x66ix_quality\x18\x01 \x01(\r\x12\x10\n\x08latitude\x18\x02 \x01(\x02\x12\x11\n\tlongitude\x18\x03 \x01(\x02\x12\x10\n\x08\x61ltitude\x18\x04 \x01(\x02\"f\n\nUGV_Status\x12*\n\x05state\x18\x01 \x01(\x0e\x32\x1b.uas.ugv.messages.UGV_State\x12,\n\x08location\x18\x02 \x01(\x0b\x32\x1a.uas.ugv.messages.Location\"c\n\x0bUGV_Message\x12.\n\x06status\x18\x01 \x01(\x0b\x32\x1c.uas.ugv.messages.UGV_StatusH\x00\x12\x15\n\x0b\x63ommand_ack\x18\x02 \x01(\rH\x00\x42\r\n\x0bugv_message\"N\n\rGroundCommand\x12\n\n\x02id\x18\x01 \x01(\r\x12\x31\n\x04type\x18\x02 \x01(\x0e\x32#.uas.ugv.messages.GroundCommandType\"U\n\rGroundMessage\x12\x32\n\x07\x63ommand\x18\x01 \x01(\x0b\x32\x1f.uas.ugv.messages.GroundCommandH\x00\x42\x10\n\x0eground_message*>\n\tUGV_State\x12\x08\n\x04IDLE\x10\x00\x12\x0c\n\x08\x41QUIRING\x10\x01\x12\x0b\n\x07\x44RIVING\x10\x02\x12\x0c\n\x08\x46INISHED\x10\x03*,\n\x11GroundCommandType\x12\x0b\n\x07\x44ISABLE\x10\x00\x12\n\n\x06\x45NABLE\x10\x01\x42\x02H\x03\x62\x06proto3')
)
_UGV_STATE = _descriptor.EnumDescriptor(
name='UGV_State',
full_name='uas.ugv.messages.UGV_State',
filename=None,
file=DESCRIPTOR,
values=[
_descriptor.EnumValueDescriptor(
name='IDLE', index=0, number=0,
serialized_options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='AQUIRING', index=1, number=1,
serialized_options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='DRIVING', index=2, number=2,
serialized_options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='FINISHED', index=3, number=3,
serialized_options=None,
type=None),
],
containing_type=None,
serialized_options=None,
serialized_start=496,
serialized_end=558,
)
_sym_db.RegisterEnumDescriptor(_UGV_STATE)
UGV_State = enum_type_wrapper.EnumTypeWrapper(_UGV_STATE)
_GROUNDCOMMANDTYPE = _descriptor.EnumDescriptor(
name='GroundCommandType',
full_name='uas.ugv.messages.GroundCommandType',
filename=None,
file=DESCRIPTOR,
values=[
_descriptor.EnumValueDescriptor(
name='DISABLE', index=0, number=0,
serialized_options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='ENABLE', index=1, number=1,
serialized_options=None,
type=None),
],
containing_type=None,
serialized_options=None,
serialized_start=560,
serialized_end=604,
)
_sym_db.RegisterEnumDescriptor(_GROUNDCOMMANDTYPE)
GroundCommandType = enum_type_wrapper.EnumTypeWrapper(_GROUNDCOMMANDTYPE)
IDLE = 0
AQUIRING = 1
DRIVING = 2
FINISHED = 3
DISABLE = 0
ENABLE = 1
_LOCATION = _descriptor.Descriptor(
name='Location',
full_name='uas.ugv.messages.Location',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='fix_quality', full_name='uas.ugv.messages.Location.fix_quality', index=0,
number=1, type=13, cpp_type=3, label=1,
has_default_value=False, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='latitude', full_name='uas.ugv.messages.Location.latitude', index=1,
number=2, type=2, cpp_type=6, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='longitude', full_name='uas.ugv.messages.Location.longitude', index=2,
number=3, type=2, cpp_type=6, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='altitude', full_name='uas.ugv.messages.Location.altitude', index=3,
number=4, type=2, cpp_type=6, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
],
extensions=[
],
nested_types=[],
enum_types=[
],
serialized_options=None,
is_extendable=False,
syntax='proto3',
extension_ranges=[],
oneofs=[
],
serialized_start=36,
serialized_end=122,
)
_UGV_STATUS = _descriptor.Descriptor(
name='UGV_Status',
full_name='uas.ugv.messages.UGV_Status',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='state', full_name='uas.ugv.messages.UGV_Status.state', index=0,
number=1, type=14, cpp_type=8, label=1,
has_default_value=False, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='location', full_name='uas.ugv.messages.UGV_Status.location', index=1,
number=2, type=11, cpp_type=10, label=1,
has_default_value=False, default_value=None,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
],
extensions=[
],
nested_types=[],
enum_types=[
],
serialized_options=None,
is_extendable=False,
syntax='proto3',
extension_ranges=[],
oneofs=[
],
serialized_start=124,
serialized_end=226,
)
_UGV_MESSAGE = _descriptor.Descriptor(
name='UGV_Message',
full_name='uas.ugv.messages.UGV_Message',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='status', full_name='uas.ugv.messages.UGV_Message.status', index=0,
number=1, type=11, cpp_type=10, label=1,
has_default_value=False, default_value=None,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='command_ack', full_name='uas.ugv.messages.UGV_Message.command_ack', index=1,
number=2, type=13, cpp_type=3, label=1,
has_default_value=False, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
],
extensions=[
],
nested_types=[],
enum_types=[
],
serialized_options=None,
is_extendable=False,
syntax='proto3',
extension_ranges=[],
oneofs=[
_descriptor.OneofDescriptor(
name='ugv_message', full_name='uas.ugv.messages.UGV_Message.ugv_message',
index=0, containing_type=None, fields=[]),
],
serialized_start=228,
serialized_end=327,
)
_GROUNDCOMMAND = _descriptor.Descriptor(
name='GroundCommand',
full_name='uas.ugv.messages.GroundCommand',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='id', full_name='uas.ugv.messages.GroundCommand.id', index=0,
number=1, type=13, cpp_type=3, label=1,
has_default_value=False, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='type', full_name='uas.ugv.messages.GroundCommand.type', index=1,
number=2, type=14, cpp_type=8, label=1,
has_default_value=False, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
],
extensions=[
],
nested_types=[],
enum_types=[
],
serialized_options=None,
is_extendable=False,
syntax='proto3',
extension_ranges=[],
oneofs=[
],
serialized_start=329,
serialized_end=407,
)
_GROUNDMESSAGE = _descriptor.Descriptor(
name='GroundMessage',
full_name='uas.ugv.messages.GroundMessage',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='command', full_name='uas.ugv.messages.GroundMessage.command', index=0,
number=1, type=11, cpp_type=10, label=1,
has_default_value=False, default_value=None,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
],
extensions=[
],
nested_types=[],
enum_types=[
],
serialized_options=None,
is_extendable=False,
syntax='proto3',
extension_ranges=[],
oneofs=[
_descriptor.OneofDescriptor(
name='ground_message', full_name='uas.ugv.messages.GroundMessage.ground_message',
index=0, containing_type=None, fields=[]),
],
serialized_start=409,
serialized_end=494,
)
_UGV_STATUS.fields_by_name['state'].enum_type = _UGV_STATE
_UGV_STATUS.fields_by_name['location'].message_type = _LOCATION
_UGV_MESSAGE.fields_by_name['status'].message_type = _UGV_STATUS
_UGV_MESSAGE.oneofs_by_name['ugv_message'].fields.append(
_UGV_MESSAGE.fields_by_name['status'])
_UGV_MESSAGE.fields_by_name['status'].containing_oneof = _UGV_MESSAGE.oneofs_by_name['ugv_message']
_UGV_MESSAGE.oneofs_by_name['ugv_message'].fields.append(
_UGV_MESSAGE.fields_by_name['command_ack'])
_UGV_MESSAGE.fields_by_name['command_ack'].containing_oneof = _UGV_MESSAGE.oneofs_by_name['ugv_message']
_GROUNDCOMMAND.fields_by_name['type'].enum_type = _GROUNDCOMMANDTYPE
_GROUNDMESSAGE.fields_by_name['command'].message_type = _GROUNDCOMMAND
_GROUNDMESSAGE.oneofs_by_name['ground_message'].fields.append(
_GROUNDMESSAGE.fields_by_name['command'])
_GROUNDMESSAGE.fields_by_name['command'].containing_oneof = _GROUNDMESSAGE.oneofs_by_name['ground_message']
DESCRIPTOR.message_types_by_name['Location'] = _LOCATION
DESCRIPTOR.message_types_by_name['UGV_Status'] = _UGV_STATUS
DESCRIPTOR.message_types_by_name['UGV_Message'] = _UGV_MESSAGE
DESCRIPTOR.message_types_by_name['GroundCommand'] = _GROUNDCOMMAND
DESCRIPTOR.message_types_by_name['GroundMessage'] = _GROUNDMESSAGE
DESCRIPTOR.enum_types_by_name['UGV_State'] = _UGV_STATE
DESCRIPTOR.enum_types_by_name['GroundCommandType'] = _GROUNDCOMMANDTYPE
_sym_db.RegisterFileDescriptor(DESCRIPTOR)
Location = _reflection.GeneratedProtocolMessageType('Location', (_message.Message,), dict(
DESCRIPTOR = _LOCATION,
__module__ = 'messages_pb2'
# @@protoc_insertion_point(class_scope:uas.ugv.messages.Location)
))
_sym_db.RegisterMessage(Location)
UGV_Status = _reflection.GeneratedProtocolMessageType('UGV_Status', (_message.Message,), dict(
DESCRIPTOR = _UGV_STATUS,
__module__ = 'messages_pb2'
# @@protoc_insertion_point(class_scope:uas.ugv.messages.UGV_Status)
))
_sym_db.RegisterMessage(UGV_Status)
UGV_Message = _reflection.GeneratedProtocolMessageType('UGV_Message', (_message.Message,), dict(
DESCRIPTOR = _UGV_MESSAGE,
__module__ = 'messages_pb2'
# @@protoc_insertion_point(class_scope:uas.ugv.messages.UGV_Message)
))
_sym_db.RegisterMessage(UGV_Message)
GroundCommand = _reflection.GeneratedProtocolMessageType('GroundCommand', (_message.Message,), dict(
DESCRIPTOR = _GROUNDCOMMAND,
__module__ = 'messages_pb2'
# @@protoc_insertion_point(class_scope:uas.ugv.messages.GroundCommand)
))
_sym_db.RegisterMessage(GroundCommand)
GroundMessage = _reflection.GeneratedProtocolMessageType('GroundMessage', (_message.Message,), dict(
DESCRIPTOR = _GROUNDMESSAGE,
__module__ = 'messages_pb2'
# @@protoc_insertion_point(class_scope:uas.ugv.messages.GroundMessage)
))
_sym_db.RegisterMessage(GroundMessage)
DESCRIPTOR._options = None
# @@protoc_insertion_point(module_scope)

0
e32_client/requirements.txt

78
e32_client/ugv.py

@ -1,78 +0,0 @@ @@ -1,78 +0,0 @@
#!/usr/bin/env python3
import serial
from threading import Thread
import time
from e32 import E32
import messages_pb2 as messages
from google.protobuf.message import Message
class UGVComms(E32):
def __init__(self, serial_port: serial.Serial):
E32.__init__(self, serial_port)
def write_len_delimited(self, data: bytes):
len_data = (len(data)).to_bytes(
1, byteorder='big') # TODO: check byte order
self.ser.write(len_data)
self.ser.write(data)
def write_message(self, msg: Message):
data = msg.SerializeToString()
self.write_len_delimited(data)
def read_message(self):
len_data = self.ser.read(size=1)
if len(len_data) != 1:
return None
msg_len = int.from_bytes(len_data, byteorder='big')
data = self.ser.read(size=msg_len)
if len(data) != msg_len:
print("read bad data: ", data)
self.ser.flush()
return None
msg = messages.UGV_Message()
msg.ParseFromString(data)
return msg
def __rx_thread_entry(ugv: UGVComms):
while ugv.ser.is_open:
try:
msg = ugv.read_message()
if msg is not None:
print("received UGV message: ", msg)
except Exception as e:
print("error reading message: ", e)
continue
if __name__ == "__main__":
ser = serial.serial_for_url("/dev/ttyUSB1", baudrate=9600, parity=serial.PARITY_NONE,
stopbits=serial.STOPBITS_ONE, bytesize=serial.EIGHTBITS,
timeout=2.0)
ugv = UGVComms(ser)
rx_thread = Thread(target=__rx_thread_entry, args=(ugv, ), daemon=True)
rx_thread.start()
# print("resetting")
# ugv.reset()
cmd_id = 1
time.sleep(0.2)
try:
while True:
gmsg = messages.GroundMessage()
gmsg.command.id = cmd_id
gmsg.command.type = messages.DISABLE
cmd_id += 1
print("writing message: ", gmsg)
ugv.write_message(gmsg)
time.sleep(2.)
except KeyboardInterrupt:
print("exiting...")
finally:
ugv.ser.close()
rx_thread.join()

23
main/CMakeLists.txt

@ -1,28 +1,43 @@ @@ -1,28 +1,43 @@
include(${CMAKE_CURRENT_LIST_DIR}/../components/protobuf/functions.cmake)
set(PB_OUT ${CMAKE_CURRENT_SOURCE_DIR}/pb_out)
set(PB_OUT ${CMAKE_CURRENT_LIST_DIR}/pb_out)
make_directory(${PB_OUT})
set(COMPONENT_SRCS
"ugv_main.cc"
"ugv_comms.hh"
"ugv_comms.cc"
"ugv_display.hh"
"ugv_display.cc"
"ugv_io.hh"
"ugv_io.cc"
"ugv_io_gps.hh"
"ugv_io_gps.cc"
"ugv_io_mpu.hh"
"ugv_io_mpu.cc"
"u8g2_esp32_hal.h"
"u8g2_esp32_hal.c"
"Print.h"
"Print.cpp"
"MadgwickAHRS.h"
"MadgwickAHRS.cpp"
"e32_driver.hh"
"e32_driver.cc"
"pid_controller.hh"
"pid_controller.cc"
"lat_long.hh"
"lat_long.cc"
"ugv.hh"
"ugv.cc"
)
set(COMPONENT_PRIV_INCLUDEDIRS "." ${PB_OUT})
set(COMPONENT_REQUIRES "u8g2" "sx127x_driver" "protobuf" "MPU-driver" "minmea")
set(COMPONENT_REQUIRES "u8g2" "sx127x_driver" "protobuf" "MPU-driver" "minmea" "mbedtls")
proto_generate_cpp(messages.proto ${PB_OUT} PROTO_HDRS PROTO_SRCS)
proto_generate_cpp(config.proto ${PB_OUT} PROTO_HDRS PROTO_SRCS)
list(APPEND COMPONENT_SRCS ${PROTO_SRCS} ${PROTO_HDRS})
register_component()
make_directory(${PB_OUT})
component_compile_options("-Werror=incompatible-pointer-types" "-std=c++14")
component_compile_options(-I${PB_OUT})

60
main/MadgwickAHRS.cpp

@ -27,7 +27,7 @@ @@ -27,7 +27,7 @@
// Definitions
#define sampleFreqDef 512.0f // sample frequency in Hz
#define betaDef 0.1f // 2 * proportional gain
#define betaDef 0.2f // 2 * proportional gain
//============================================================================================
// Functions
@ -36,12 +36,12 @@ @@ -36,12 +36,12 @@
// AHRS algorithm update
Madgwick::Madgwick() {
beta = betaDef;
q0 = 1.0f;
q1 = 0.0f;
q2 = 0.0f;
q3 = 0.0f;
invSampleFreq = 1.0f / sampleFreqDef;
beta = betaDef;
q0 = 1.0f;
q1 = 0.0f;
q2 = 0.0f;
q3 = 0.0f;
invSampleFreq = 1.0f / sampleFreqDef;
anglesComputed = 0;
}
@ -93,22 +93,22 @@ void Madgwick::update(float gx, float gy, float gz, float ax, float ay, @@ -93,22 +93,22 @@ void Madgwick::update(float gx, float gy, float gz, float ax, float ay,
_2q0my = 2.0f * q0 * my;
_2q0mz = 2.0f * q0 * mz;
_2q1mx = 2.0f * q1 * mx;
_2q0 = 2.0f * q0;
_2q1 = 2.0f * q1;
_2q2 = 2.0f * q2;
_2q3 = 2.0f * q3;
_2q0 = 2.0f * q0;
_2q1 = 2.0f * q1;
_2q2 = 2.0f * q2;
_2q3 = 2.0f * q3;
_2q0q2 = 2.0f * q0 * q2;
_2q2q3 = 2.0f * q2 * q3;
q0q0 = q0 * q0;
q0q1 = q0 * q1;
q0q2 = q0 * q2;
q0q3 = q0 * q3;
q1q1 = q1 * q1;
q1q2 = q1 * q2;
q1q3 = q1 * q3;
q2q2 = q2 * q2;
q2q3 = q2 * q3;
q3q3 = q3 * q3;
q0q0 = q0 * q0;
q0q1 = q0 * q1;
q0q2 = q0 * q2;
q0q3 = q0 * q3;
q1q1 = q1 * q1;
q1q2 = q1 * q2;
q1q3 = q1 * q3;
q2q2 = q2 * q2;
q2q3 = q2 * q3;
q3q3 = q3 * q3;
// Reference direction of Earth's magnetic field
hx = mx * q0q0 - _2q0my * q3 + _2q0mz * q2 + mx * q1q1 + _2q1 * my * q2 +
@ -233,7 +233,7 @@ void Madgwick::updateIMU(float gx, float gy, float gz, float ax, float ay, @@ -233,7 +233,7 @@ void Madgwick::updateIMU(float gx, float gy, float gz, float ax, float ay,
_8q1 * q1q1 + _8q1 * q2q2 + _4q1 * az;
s2 = 4.0f * q0q0 * q2 + _2q0 * ax + _4q2 * q3q3 - _2q3 * ay - _4q2 +
_8q2 * q1q1 + _8q2 * q2q2 + _4q2 * az;
s3 = 4.0f * q1q1 * q3 - _2q1 * ax + 4.0f * q2q2 * q3 - _2q2 * ay;
s3 = 4.0f * q1q1 * q3 - _2q1 * ax + 4.0f * q2q2 * q3 - _2q2 * ay;
recipNorm = invSqrt(s0 * s0 + s1 * s1 + s2 * s2 +
s3 * s3); // normalise step magnitude
s0 *= recipNorm;
@ -269,23 +269,23 @@ void Madgwick::updateIMU(float gx, float gy, float gz, float ax, float ay, @@ -269,23 +269,23 @@ void Madgwick::updateIMU(float gx, float gy, float gz, float ax, float ay,
float Madgwick::invSqrt(float x) {
float halfx = 0.5f * x;
float y = x;
float y = x;
// long i = *(long *)&y;
long i;
long i;
memcpy(&i, &y, sizeof(float));
i = 0x5f3759df - (i >> 1);
i = 0x5f3759df - (i >> 1);
// y = *(float *)&i;
memcpy(&y, &i, sizeof(float));
y = y * (1.5f - (halfx * y * y));
y = y * (1.5f - (halfx * y * y));
y = y * (1.5f - (halfx * y * y));
y = y * (1.5f - (halfx * y * y));
return y;
}
//-------------------------------------------------------------------------------------------
void Madgwick::computeAngles() {
roll = atan2f(q0 * q1 + q2 * q3, 0.5f - q1 * q1 - q2 * q2);
pitch = asinf(-2.0f * (q1 * q3 - q0 * q2));
yaw = atan2f(q1 * q2 + q0 * q3, 0.5f - q2 * q2 - q3 * q3);
roll = atan2f(q0 * q1 + q2 * q3, 0.5f - q1 * q1 - q2 * q2);
pitch = asinf(-2.0f * (q1 * q3 - q0 * q2));
yaw = atan2f(q1 * q2 + q0 * q3, 0.5f - q2 * q2 - q3 * q3);
anglesComputed = 1;
}

2
main/MadgwickAHRS.h

@ -34,7 +34,7 @@ class Madgwick { @@ -34,7 +34,7 @@ class Madgwick {
float roll;
float pitch;
float yaw;
char anglesComputed;
char anglesComputed;
void computeAngles();

14
main/Print.cpp

@ -41,8 +41,8 @@ size_t Print::write(const uint8_t *buffer, size_t size) { @@ -41,8 +41,8 @@ size_t Print::write(const uint8_t *buffer, size_t size) {
}
size_t Print::printf(const char *format, ...) {
char loc_buf[64];
char * temp = loc_buf;
char loc_buf[64];
char *temp = loc_buf;
va_list arg;
va_list copy;
va_start(arg, format);
@ -90,7 +90,7 @@ size_t Print::print(long n, int base) { @@ -90,7 +90,7 @@ size_t Print::print(long n, int base) {
} else if (base == 10) {
if (n < 0) {
int t = print('-');
n = -n;
n = -n;
return printNumber(n, 10) + t;
}
return printNumber(n, 10);
@ -116,7 +116,7 @@ size_t Print::print(struct tm *timeinfo, const char *format) { @@ -116,7 +116,7 @@ size_t Print::print(struct tm *timeinfo, const char *format) {
if (!f) {
f = "%c";
}
char buf[64];
char buf[64];
size_t written = strftime(buf, 64, f, timeinfo);
print(buf);
return written;
@ -199,7 +199,7 @@ size_t Print::println(struct tm *timeinfo, const char *format) { @@ -199,7 +199,7 @@ size_t Print::println(struct tm *timeinfo, const char *format) {
// Private Methods /////////////////////////////////////////////////////////////
size_t Print::printNumber(unsigned long n, uint8_t base) {
char buf[8 * sizeof(long) + 1]; // Assumes 8-bit chars plus zero byte.
char buf[8 * sizeof(long) + 1]; // Assumes 8-bit chars plus zero byte.
char *str = &buf[sizeof(buf) - 1];
*str = '\0';
@ -250,8 +250,8 @@ size_t Print::printFloat(double number, uint8_t digits) { @@ -250,8 +250,8 @@ size_t Print::printFloat(double number, uint8_t digits) {
number += rounding;
// Extract the integer part of the number and print it
unsigned long int_part = (unsigned long)number;
double remainder = number - (double)int_part;
unsigned long int_part = (unsigned long)number;
double remainder = number - (double)int_part;
n += print(int_part);
// Print the decimal point, but only if there are digits beyond

8
main/Print.h

@ -31,7 +31,7 @@ @@ -31,7 +31,7 @@
class Print {
private:
int write_error;
int write_error;
size_t printNumber(unsigned long, uint8_t);
size_t printFloat(double, uint8_t);
@ -41,18 +41,18 @@ class Print { @@ -41,18 +41,18 @@ class Print {
public:
Print() : write_error(0) {}
virtual ~Print() {}
int getWriteError() { return write_error; }
int getWriteError() { return write_error; }
void clearWriteError() { setWriteError(0); }
virtual size_t write(uint8_t) = 0;
size_t write(const char *str) {
size_t write(const char *str) {
if (str == NULL) {
return 0;
}
return write((const uint8_t *)str, strlen(str));
}
virtual size_t write(const uint8_t *buffer, size_t size);
size_t write(const char *buffer, size_t size) {
size_t write(const char *buffer, size_t size) {
return write((const uint8_t *)buffer, size);
}

32
main/U8g2lib.hh

@ -6,7 +6,7 @@ @@ -6,7 +6,7 @@
class U8G2 : public Print {
protected:
u8g2_t u8g2;
u8g2_t u8g2;
u8x8_char_cb cpp_next_cb; /* the cpp interface has its own decoding function
for the Arduino print command */
public:
@ -20,7 +20,7 @@ class U8G2 : public Print { @@ -20,7 +20,7 @@ class U8G2 : public Print {
u8g2_t *getU8g2(void) { return &u8g2; }
uint32_t getBusClock(void) { return u8g2_GetU8x8(&u8g2)->bus_clock; }
void setBusClock(uint32_t clock_speed) {
void setBusClock(uint32_t clock_speed) {
u8g2_GetU8x8(&u8g2)->bus_clock = clock_speed;
}
@ -32,13 +32,13 @@ class U8G2 : public Print { @@ -32,13 +32,13 @@ class U8G2 : public Print {
/* u8x8 interface */
uint8_t getCols(void) { return u8x8_GetCols(u8g2_GetU8x8(&u8g2)); }
uint8_t getRows(void) { return u8x8_GetRows(u8g2_GetU8x8(&u8g2)); }
void drawTile(uint8_t x, uint8_t y, uint8_t cnt, uint8_t *tile_ptr) {
void drawTile(uint8_t x, uint8_t y, uint8_t cnt, uint8_t *tile_ptr) {
u8x8_DrawTile(u8g2_GetU8x8(&u8g2), x, y, cnt, tile_ptr);
}
#ifdef U8X8_WITH_USER_PTR
void *getUserPtr() { return u8g2_GetUserPtr(&u8g2); }
void setUserPtr(void *p) { u8g2_SetUserPtr(&u8g2, p); }
void setUserPtr(void *p) { u8g2_SetUserPtr(&u8g2, p); }
#endif
#ifdef U8X8_USE_PINS
@ -118,13 +118,13 @@ class U8G2 : public Print { @@ -118,13 +118,13 @@ class U8G2 : public Print {
void sendBuffer(void) { u8g2_SendBuffer(&u8g2); }
void clearBuffer(void) { u8g2_ClearBuffer(&u8g2); }
void firstPage(void) { u8g2_FirstPage(&u8g2); }
void firstPage(void) { u8g2_FirstPage(&u8g2); }
uint8_t nextPage(void) { return u8g2_NextPage(&u8g2); }
uint8_t *getBufferPtr(void) { return u8g2_GetBufferPtr(&u8g2); }
uint8_t getBufferTileHeight(void) { return u8g2_GetBufferTileHeight(&u8g2); }
uint8_t getBufferTileWidth(void) { return u8g2_GetBufferTileWidth(&u8g2); }
uint8_t getPageCurrTileRow(void) {
uint8_t getBufferTileHeight(void) { return u8g2_GetBufferTileHeight(&u8g2); }
uint8_t getBufferTileWidth(void) { return u8g2_GetBufferTileWidth(&u8g2); }
uint8_t getPageCurrTileRow(void) {
return u8g2_GetBufferCurrTileRow(&u8g2);
} // obsolete
void setPageCurrTileRow(uint8_t row) {
@ -339,11 +339,11 @@ class U8G2 : public Print { @@ -339,11 +339,11 @@ class U8G2 : public Print {
void setColorIndex(uint8_t color_index) {
u8g2_SetDrawColor(&u8g2, color_index);
}
uint8_t getColorIndex(void) { return u8g2_GetDrawColor(&u8g2); }
int8_t getFontAscent(void) { return u8g2_GetAscent(&u8g2); }
int8_t getFontDescent(void) { return u8g2_GetDescent(&u8g2); }
int8_t getMaxCharHeight(void) { return u8g2_GetMaxCharHeight(&u8g2); }
int8_t getMaxCharWidth(void) { return u8g2_GetMaxCharWidth(&u8g2); }
uint8_t getColorIndex(void) { return u8g2_GetDrawColor(&u8g2); }
int8_t getFontAscent(void) { return u8g2_GetAscent(&u8g2); }
int8_t getFontDescent(void) { return u8g2_GetDescent(&u8g2); }
int8_t getMaxCharHeight(void) { return u8g2_GetMaxCharHeight(&u8g2); }
int8_t getMaxCharWidth(void) { return u8g2_GetMaxCharWidth(&u8g2); }
u8g2_uint_t getHeight() { return u8g2_GetDisplayHeight(&u8g2); }
u8g2_uint_t getWidth() { return u8g2_GetDisplayWidth(&u8g2); }
};
@ -358,9 +358,9 @@ void u8x8_SetPin_HW_I2C(u8x8_t *u8x8, uint8_t reset, uint8_t clock, @@ -358,9 +358,9 @@ void u8x8_SetPin_HW_I2C(u8x8_t *u8x8, uint8_t reset, uint8_t clock,
class U8G2_SSD1306_128X64_NONAME_F_HW_I2C : public U8G2 {
public:
U8G2_SSD1306_128X64_NONAME_F_HW_I2C(const u8g2_cb_t *rotation,
uint8_t reset = U8X8_PIN_NONE,
uint8_t clock = U8X8_PIN_NONE,
uint8_t data = U8X8_PIN_NONE)
uint8_t reset = U8X8_PIN_NONE,
uint8_t clock = U8X8_PIN_NONE,
uint8_t data = U8X8_PIN_NONE)
: U8G2() {
u8g2_Setup_ssd1306_i2c_128x64_noname_f(
&u8g2, rotation, u8g2_esp32_i2c_byte_cb, u8g2_esp32_gpio_and_delay_cb);

21
main/config.proto

@ -0,0 +1,21 @@ @@ -0,0 +1,21 @@
syntax = "proto3";
package ugv.config;
option optimize_for = LITE_RUNTIME;
message PidParams {
float kp = 1;
float ki = 2;
float kd = 3;
float max_output = 4;
float max_i_error = 5;
}
message Config {
float min_target_dist = 1;
float drive_power = 2;
PidParams angle_pid = 3;
float min_flip_pitch = 4;
float mag_declination = 5;
}

117
main/e32_driver.cc

@ -5,40 +5,40 @@ @@ -5,40 +5,40 @@
namespace ugv {
namespace e32 {
static constexpr size_t E32_BUF_SIZE = 1024;
static constexpr size_t E32_BUF_SIZE = 1024;
static constexpr size_t E32_UART_RX_BUF_SIZE = 1024;
static constexpr size_t E32_UART_TX_BUF_SIZE = 1024;
static constexpr size_t PARAMS_LEN = 6;
static const uint8_t CMD_WRITE_PARAMS_SAVE = 0xC0;
static const uint8_t CMD_READ_PARAMS[] = {0xC1, 0xC1, 0xC1};
static const uint8_t CMD_WRITE_PARAMS_NO_SAVE = 0xC2;
static const uint8_t CMD_READ_VERSION[] = {0xC3, 0xC3, 0xC3};
static const uint8_t CMD_RESET[] = {0xC4, 0xC4, 0xC4};
static constexpr size_t PARAMS_LEN = 6;
static const uint8_t CMD_WRITE_PARAMS_SAVE = 0xC0;
static const uint8_t CMD_READ_PARAMS[] = {0xC1, 0xC1, 0xC1};
static const uint8_t CMD_WRITE_PARAMS_NO_SAVE = 0xC2;
static const uint8_t CMD_READ_VERSION[] = {0xC3, 0xC3, 0xC3};
static const uint8_t CMD_RESET[] = {0xC4, 0xC4, 0xC4};
static const char* TAG = "e32_driver";
Config::Config() {
uart_port = UART_NUM_1;
uart_port = UART_NUM_1;
uart_parity = UART_PARITY_DISABLE;
uart_tx_pin = UART_PIN_NO_CHANGE;
uart_rx_pin = UART_PIN_NO_CHANGE;
uart_baud = 9600;
uart_baud = 9600;
}
Params::Params() {
// These are defaults for the 433T30D
save_params = true;
address = 0x0000;
uart_partity = UART_PARITY_DISABLE;
uart_baud = 9600; // bps
save_params = true;
address = 0x0000;
uart_partity = UART_PARITY_DISABLE;
uart_baud = 9600; // bps
air_data_rate = 2400; // bps
comm_channel = 0x17;
tx_mode = TxTransparent;
io_mode = IoPushPull;
wake_up_time = 250; // ms
fec_enabled = true;
tx_power = 30;
comm_channel = 0x17;
tx_mode = TxTransparent;
io_mode = IoPushPull;
wake_up_time = 250; // ms
fec_enabled = true;
tx_power = 30;
}
E32_Driver::E32_Driver() : initialized_(false), config_(), params_() {}
@ -48,13 +48,13 @@ E32_Driver::~E32_Driver() { Free(); } @@ -48,13 +48,13 @@ E32_Driver::~E32_Driver() { Free(); }
esp_err_t E32_Driver::Init(Config config) {
config_ = config;
uart_config_t uart_config;
uart_config.baud_rate = config_.uart_baud;
uart_config.data_bits = UART_DATA_8_BITS;
uart_config.parity = config_.uart_parity;
uart_config.stop_bits = UART_STOP_BITS_1;
uart_config.flow_ctrl = UART_HW_FLOWCTRL_DISABLE;
uart_config.baud_rate = config_.uart_baud;
uart_config.data_bits = UART_DATA_8_BITS;
uart_config.parity = config_.uart_parity;
uart_config.stop_bits = UART_STOP_BITS_1;
uart_config.flow_ctrl = UART_HW_FLOWCTRL_DISABLE;
uart_config.rx_flow_ctrl_thresh = 122;
uart_config.use_ref_tick = false;
uart_config.use_ref_tick = false;
esp_err_t ret;
ret = uart_param_config(config_.uart_port, &uart_config);
@ -78,7 +78,7 @@ esp_err_t E32_Driver::Init(Config config) { @@ -78,7 +78,7 @@ esp_err_t E32_Driver::Init(Config config) {
// ReadParams(params_);
// if (ret != ESP_OK) {
// goto error;
// goto error;
// }
return ESP_OK;
@ -92,7 +92,7 @@ error: @@ -92,7 +92,7 @@ error:
esp_err_t E32_Driver::Free() {
esp_err_t ret;
if (initialized_) {
ret = uart_driver_delete(config_.uart_port);
ret = uart_driver_delete(config_.uart_port);
initialized_ = false;
} else {
ret = ESP_ERR_INVALID_STATE;
@ -159,10 +159,10 @@ esp_err_t E32_Driver::ReadParams(Params& params) { @@ -159,10 +159,10 @@ esp_err_t E32_Driver::ReadParams(Params& params) {
params.comm_channel = param_data[4];
params.tx_mode = (TxMode)(param_data[5] & (1 << 7));
params.io_mode = (IoMode)(param_data[5] & (1 << 6));
params.tx_mode = (TxMode)(param_data[5] & (1 << 7));
params.io_mode = (IoMode)(param_data[5] & (1 << 6));
params.wake_up_time = 250 * (((param_data[5] >> 3) & 0b111) + 1);
params.fec_enabled = (param_data[5] & (1 << 2)) != 0;
params.fec_enabled = (param_data[5] & (1 << 2)) != 0;
// assume it is a 30dbm module
switch (param_data[5] & 0b11) {
@ -178,7 +178,7 @@ esp_err_t E32_Driver::ReadParams(Params& params) { @@ -178,7 +178,7 @@ esp_err_t E32_Driver::ReadParams(Params& params) {
}
esp_err_t E32_Driver::WriteParams(const Params& params) {
esp_err_t ret;
uint8_t param_data[PARAMS_LEN];
uint8_t param_data[PARAMS_LEN];
param_data[0] =
params.save_params ? CMD_WRITE_PARAMS_SAVE : CMD_WRITE_PARAMS_NO_SAVE;
@ -284,6 +284,17 @@ int E32_Driver::Write(const std::string& data) { @@ -284,6 +284,17 @@ int E32_Driver::Write(const std::string& data) {
return Write((uint8_t*)data.c_str(), data.size());
}
int E32_Driver::WriteLn(const uint8_t* data, size_t data_size) {
int written = 0;
written += Write((const uint8_t*)data, data_size);
written += Write((const uint8_t*)"\n", 1);
return written;
}
int E32_Driver::WriteLn(const std::string& data) {
return WriteLn((const uint8_t*)data.c_str(), data.size());
}
esp_err_t E32_Driver::WaitWriteDone(TickType_t ticks_to_wait) {
return uart_wait_tx_done(config_.uart_port, ticks_to_wait);
}
@ -293,30 +304,48 @@ int E32_Driver::Read(uint8_t* data, int max_len, TickType_t ticks_to_wait) { @@ -293,30 +304,48 @@ int E32_Driver::Read(uint8_t* data, int max_len, TickType_t ticks_to_wait) {
ticks_to_wait);
}
int E32_Driver::Read(std::string& data, TickType_t ticks_to_wait) {
data.clear();
uint8_t* buf = (uint8_t*)malloc(128);
TickType_t start_tick = xTaskGetTickCount();
int E32_Driver::ReadLn(char* data, size_t data_size, TickType_t ticks_to_wait) {
// TODO: more proper way to read a line
uint8_t byte;
TickType_t start_tick = xTaskGetTickCount();
TickType_t current_tick = start_tick;
int read, total_read = 0;
while (current_tick <= start_tick + ticks_to_wait) {
read = Read(buf, 128, ticks_to_wait - (current_tick - start_tick));
if (read < 0) {
free(buf);
int read, total_read = 0;
while (total_read < data_size) {
read = Read(&byte, 1, ticks_to_wait - (current_tick - start_tick));
if (read < 1) {
return read;
}
data.append((const char*)buf, read);
if (byte == '\n') break;
data[total_read] = (char)byte;
total_read += read;
current_tick = xTaskGetTickCount();
}
free(buf);
return total_read;
}
void E32_Driver::Flush() {
uart_flush(config_.uart_port);
int E32_Driver::ReadLn(std::string& data, TickType_t ticks_to_wait) {
// TODO: more proper way to read a line
data.clear();
uint8_t byte;
TickType_t start_tick = xTaskGetTickCount();
TickType_t current_tick = start_tick;
int read, total_read = 0;
while (true) {
read = Read(&byte, 1, ticks_to_wait - (current_tick - start_tick));
if (read < 1) {
return read;
}
ticks_to_wait += pdMS_TO_TICKS(10); // give it a bit more time...
if (byte == '\n') break;
data += (char)byte;
total_read += read;
current_tick = xTaskGetTickCount();
}
return total_read;
}
void E32_Driver::Flush() { uart_flush(config_.uart_port); }
int E32_Driver::RawWrite(const uint8_t* data, size_t data_size) {
int written =
uart_write_bytes(config_.uart_port, (const char*)data, data_size);

44
main/e32_driver.hh

@ -9,16 +9,16 @@ namespace e32 { @@ -9,16 +9,16 @@ namespace e32 {
enum TxMode {
TxTransparent = 0,
TxFixed = 1,
TxFixed = 1,
};
enum IoMode {
IoOpenCollector = 0,
IoPushPull = 1,
IoPushPull = 1,
};
typedef uint16_t Address;
typedef uint8_t Channel;
typedef uint8_t Channel;
constexpr Address BroadcastAddress = 0xFFFF;
@ -26,28 +26,28 @@ struct Config { @@ -26,28 +26,28 @@ struct Config {
public:
Config();
uart_port_t uart_port;
uart_port_t uart_port;
uart_parity_t uart_parity;
int uart_tx_pin;
int uart_rx_pin;
int uart_baud;
int uart_tx_pin;
int uart_rx_pin;
int uart_baud;
};
struct Params {
public:
Params();
bool save_params;
Address address;
bool save_params;
Address address;
uart_parity_t uart_partity;
int uart_baud; // bps
int air_data_rate; // bps
Channel comm_channel;
TxMode tx_mode;
IoMode io_mode;
uint16_t wake_up_time; // ms
bool fec_enabled;
uint16_t tx_power; // dBm
int uart_baud; // bps
int air_data_rate; // bps
Channel comm_channel;
TxMode tx_mode;
IoMode io_mode;
uint16_t wake_up_time; // ms
bool fec_enabled;
uint16_t tx_power; // dBm
};
class E32_Driver {
@ -62,21 +62,25 @@ class E32_Driver { @@ -62,21 +62,25 @@ class E32_Driver {
esp_err_t WriteParams(const Params& params);
int Write(Address address, Channel channel, const uint8_t* data,
size_t data_size);
size_t data_size);
int Write(const uint8_t* data, size_t data_size);
int Write(Address address, Channel channel, const std::string& data);
int Write(const std::string& data);
int WriteLn(const uint8_t* data, size_t data_size);
int WriteLn(const std::string& data);
esp_err_t WaitWriteDone(TickType_t ticks_to_wait = portMAX_DELAY);
int Read(uint8_t* data, int max_len,
TickType_t ticks_to_wait = portMAX_DELAY);
int Read(std::string& data, TickType_t ticks_to_wait = portMAX_DELAY);
int ReadLn(char* data, size_t data_size,
TickType_t ticks_to_wait = portMAX_DELAY);
int ReadLn(std::string& data, TickType_t ticks_to_wait = portMAX_DELAY);
void Flush();
private:
bool initialized_;
bool initialized_;
Config config_;
Params params_;

33
main/lat_long.cc

@ -0,0 +1,33 @@ @@ -0,0 +1,33 @@
#include "lat_long.hh"
float LatLong::distance_to(const LatLong &target) const {
float lat1 = latitude * RAD_PER_DEG;
float lat2 = target.latitude * RAD_PER_DEG;
float long1 = longitude * RAD_PER_DEG;
float long2 = target.longitude * RAD_PER_DEG;
float clat1 = cosf(lat1);
float clat2 = cosf(lat2);
float a = powf(sinf((long2 - long1) / 2.f), 2.f) * clat1 * clat2 +
powf(sinf((lat2 - lat1) / 2.f), 2.f);
float d_over_r = 2 * atan2f(sqrtf(a), sqrtf(1 - a));
return d_over_r * EARTH_RAD;
}
float LatLong::bearing_toward(const LatLong &target) const {
float dlong = (target.longitude - longitude) * RAD_PER_DEG;
float sdlong = sinf(dlong);
float cdlong = cosf(dlong);
float lat1 = latitude * RAD_PER_DEG;
float lat2 = target.latitude * RAD_PER_DEG;
float slat1 = sinf(lat1);
float clat1 = cosf(lat1);
float slat2 = sinf(lat2);
float clat2 = cosf(lat2);
float num = sdlong * clat2;
float denom = (clat1 * slat2) - (slat1 * clat2 * cdlong);
float course = atan2f(num, denom);
if (course < 0.0) {
course += 2 * PI;
}
return course / RAD_PER_DEG;
}

31
main/lat_long.hh

@ -0,0 +1,31 @@ @@ -0,0 +1,31 @@
#pragma once
#include <cmath>
#include "ugv_comms.hh"
struct LatLong {
static constexpr float PI =
3.1415926535897932384626433832795028841971693993751058209749445923078164062;
static constexpr float RAD_PER_DEG = PI / 180.f;
// Radius of earth in meters
static constexpr float EARTH_RAD = 6372795.f;
public:
float latitude;
float longitude;
inline LatLong() : LatLong(0., 0.) {}
inline LatLong(double latitude_, double longitude_)
: latitude(latitude_), longitude(longitude_) {}
inline LatLong(const ugv::comms::messages::TargetLocation &loc)
: latitude(loc.latitude()), longitude(loc.longitude()) {}
/**
* Return distance from this LatLong to target, in meters
*/
float distance_to(const LatLong &target) const;
float bearing_toward(const LatLong &target) const;
};

31
main/messages.proto

@ -1,6 +1,8 @@ @@ -1,6 +1,8 @@
syntax = "proto3";
package uas.ugv.messages;
package ugv.messages;
import public "config.proto";
option optimize_for = LITE_RUNTIME;
@ -10,6 +12,14 @@ enum UGV_State { @@ -10,6 +12,14 @@ enum UGV_State {
STATE_DRIVING = 2;
STATE_FINISHED = 3;
STATE_TEST = 4;
STATE_FLIPPING = 5;
STATE_TURNING = 6;
STATE_DRIVE_HEADING = 7;
}
message TargetLocation {
float latitude = 1;
float longitude = 2;
}
message Location {
@ -22,6 +32,10 @@ message Location { @@ -22,6 +32,10 @@ message Location {
message UGV_Status {
UGV_State state = 1;
Location location = 2;
float yaw_angle = 3;
float pitch_angle = 4;
float roll_angle = 5;
bool is_still = 6;
}
message UGV_Message {
@ -35,11 +49,26 @@ enum GroundCommandType { @@ -35,11 +49,26 @@ enum GroundCommandType {
CMD_DISABLE = 0;
CMD_DRIVE_TO_TARGET = 1;
CMD_TEST = 2;
CMD_DRIVE_HEADING = 3;
CMD_SET_TARGET = 4;
CMD_SET_CONFIG = 5;
CMD_GET_STATUS = 6;
CMD_PING = 7;
}
message DriveHeadingData {
float heading = 1;
float power = 2;
}
message GroundCommand {
uint32 id = 1;
GroundCommandType type = 2;
oneof data {
DriveHeadingData drive_heading = 3;
TargetLocation target_location = 4;
config.Config config = 5;
}
}
message GroundMessage {

78
main/pid_controller.cc

@ -0,0 +1,78 @@ @@ -0,0 +1,78 @@
#include "pid_controller.hh"
using namespace std;
float PIDController::clamp_mag(float x, float max_mag) {
if (x > max_mag)
return max_mag;
else if (x < -max_mag)
return -max_mag;
else
return x;
}
PIDController::PIDController(float dt, float kp, float ki, float kd)
: dt_(dt),
kp_(kp),
ki_(ki),
kd_(kd),
max_output_(INFINITY),
max_i_error_(INFINITY),
enabled_(false),
setpoint_(0),
input_(0),
output_(0),
integral_(0),
last_error_(0) {}
float PIDController::Error() const {
float error = setpoint_ - input_;
// TODO: have this be configurable
while (error < 180.f) error += 360.f;
while (error > 180.f) error -= 360.f;
return error;
}
void PIDController::Reset() {
enabled_ = false;
setpoint_ = 0.;
input_ = 0.;
output_ = 0.;
integral_ = 0.;
last_error_ = NAN;
}
float PIDController::Update() {
output_ = 0.;
if (!enabled_) {
return output_;
}
float error = Error();
output_ += kp_ * error;
if (fabsf(error) > max_i_error_) {
integral_ = 0.;
} else {
integral_ += error * dt_;
output_ += ki_ * integral_;
}
if (!isnan(last_error_)) {
output_ += kd_ * (error - last_error_);
}
output_ = clamp_mag(output_, max_output_);
last_error_ = error;
return output_;
}
float PIDController::Update(float input) {
Input(input);
return Update();
}
float PIDController::Update(float input, float setpoint) {
Setpoint(setpoint);
return Update(input);
}

66
main/pid_controller.hh

@ -0,0 +1,66 @@ @@ -0,0 +1,66 @@
#pragma once
#include <cmath>
class PIDController {
public:
explicit PIDController(float dt, float kp = 0., float ki = 0., float kd = 0.);
void DeltaT(float dt) {
dt_ = dt;
Reset();
}
float DeltaT() { return dt_; }
float GetP() { return kp_; }
float GetI() { return ki_; }
float GetD() { return kd_; }
void SetPID(float kp, float ki, float kd) {
kp_ = kp;
ki_ = ki;
kd_ = kd;
}
void MaxOutput(float max_output) { max_output_ = max_output; }
float MaxOutput() const { return max_output_; }
void MaxIError(float max_i_error) { max_i_error_ = max_i_error; }
float MaxIError() const { return max_i_error_; }
void Setpoint(float setpoint) { setpoint_ = setpoint; }
float Setpoint() const { return setpoint_; }
void Input(float input) { input_ = input; }
float Input() const { return input_; };
float Error() const;
float Output() const { return output_; };
float Update();
float Update(float input);
float Update(float input, float setpoint);
void Reset();
void Enable(bool enable = true) { enabled_ = enable; }
void Disable() { Enable(false); }
bool Enabled() const { return enabled_; }
private:
static float clamp_mag(float x, float mag);
float dt_;
float kp_;
float ki_;
float kd_;
float max_output_;
float max_i_error_;
bool enabled_;
float setpoint_;
float input_;
float output_;
float integral_;
float last_error_;
};

77
main/u8g2_esp32_hal.c

@ -2,19 +2,19 @@ @@ -2,19 +2,19 @@
#include <string.h>
#include "esp_log.h"
#include "sdkconfig.h"
#include "i2c_mutex.h"
#include "sdkconfig.h"
#include "freertos/FreeRTOS.h"
#include "freertos/task.h"
#include "u8g2_esp32_hal.h"
static const char * TAG = "u8g2_hal";
static const char *TAG = "u8g2_hal";
static const unsigned int I2C_TIMEOUT_MS = 100;
static spi_device_handle_t handle_spi; // SPI handle.
static i2c_cmd_handle_t handle_i2c; // I2C handle.
static i2c_cmd_handle_t handle_i2c; // I2C handle.
#undef ESP_ERROR_CHECK
#define ESP_ERROR_CHECK(x) \
@ -52,28 +52,28 @@ uint8_t u8g2_esp32_spi_byte_cb(u8x8_t *u8x8, uint8_t msg, uint8_t arg_int, @@ -52,28 +52,28 @@ uint8_t u8g2_esp32_spi_byte_cb(u8x8_t *u8x8, uint8_t msg, uint8_t arg_int,
spi_bus_config_t bus_config;
memset(&bus_config, 0, sizeof(spi_bus_config_t));
bus_config.sclk_io_num = u8x8->pins[U8X8_PIN_SPI_CLOCK]; // CLK
bus_config.mosi_io_num = u8x8->pins[U8X8_PIN_SPI_DATA]; // MOSI
bus_config.miso_io_num = -1; // MISO
bus_config.quadwp_io_num = -1; // Not used
bus_config.quadhd_io_num = -1; // Not used
bus_config.sclk_io_num = u8x8->pins[U8X8_PIN_SPI_CLOCK]; // CLK
bus_config.mosi_io_num = u8x8->pins[U8X8_PIN_SPI_DATA]; // MOSI
bus_config.miso_io_num = -1; // MISO
bus_config.quadwp_io_num = -1; // Not used
bus_config.quadhd_io_num = -1; // Not used
// ESP_LOGI(TAG, "... Initializing bus.");
ESP_ERROR_CHECK(spi_bus_initialize(HSPI_HOST, &bus_config, 1));
spi_device_interface_config_t dev_config;
dev_config.address_bits = 0;
dev_config.command_bits = 0;
dev_config.dummy_bits = 0;
dev_config.mode = 0;
dev_config.duty_cycle_pos = 0;
dev_config.address_bits = 0;
dev_config.command_bits = 0;
dev_config.dummy_bits = 0;
dev_config.mode = 0;
dev_config.duty_cycle_pos = 0;
dev_config.cs_ena_posttrans = 0;
dev_config.cs_ena_pretrans = 0;
dev_config.clock_speed_hz = 10000;
dev_config.spics_io_num = u8x8->pins[U8X8_PIN_CS];
dev_config.flags = 0;
dev_config.queue_size = 200;
dev_config.pre_cb = NULL;
dev_config.post_cb = NULL;
dev_config.cs_ena_pretrans = 0;
dev_config.clock_speed_hz = 10000;
dev_config.spics_io_num = u8x8->pins[U8X8_PIN_CS];
dev_config.flags = 0;
dev_config.queue_size = 200;
dev_config.pre_cb = NULL;
dev_config.post_cb = NULL;
// ESP_LOGI(TAG, "... Adding device bus.");
ESP_ERROR_CHECK(spi_bus_add_device(HSPI_HOST, &dev_config, &handle_spi));
@ -82,10 +82,10 @@ uint8_t u8g2_esp32_spi_byte_cb(u8x8_t *u8x8, uint8_t msg, uint8_t arg_int, @@ -82,10 +82,10 @@ uint8_t u8g2_esp32_spi_byte_cb(u8x8_t *u8x8, uint8_t msg, uint8_t arg_int,
case U8X8_MSG_BYTE_SEND: {
spi_transaction_t trans_desc;
trans_desc.addr = 0;
trans_desc.cmd = 0;
trans_desc.flags = 0;
trans_desc.length = 8 * arg_int; // Number of bits NOT number of bytes.
trans_desc.addr = 0;
trans_desc.cmd = 0;
trans_desc.flags = 0;
trans_desc.length = 8 * arg_int; // Number of bits NOT number of bytes.
trans_desc.rxlength = 0;
trans_desc.tx_buffer = arg_ptr;
trans_desc.rx_buffer = NULL;
@ -105,10 +105,10 @@ uint8_t u8g2_esp32_spi_byte_cb(u8x8_t *u8x8, uint8_t msg, uint8_t arg_int, @@ -105,10 +105,10 @@ uint8_t u8g2_esp32_spi_byte_cb(u8x8_t *u8x8, uint8_t msg, uint8_t arg_int,
uint8_t u8g2_esp32_i2c_byte_cb(u8x8_t *u8x8, uint8_t msg, uint8_t arg_int,
void *arg_ptr) {
#define TXBUF_SIZE 32
static uint8_t txbuf[TXBUF_SIZE];
static uint8_t txbuf[TXBUF_SIZE];
static uint8_t *txbuf_ptr;
// ESP_LOGV(TAG, "i2c_cb: Received a msg: %d, arg_int: %d, arg_ptr: %p", msg,
// arg_int, arg_ptr);
// ESP_LOGV(TAG, "i2c_cb: Received a msg: %d, arg_int: %d, arg_ptr: %p", msg,
// arg_int, arg_ptr);
switch (msg) {
case U8X8_MSG_BYTE_SET_DC: {
if (u8x8->pins[U8X8_PIN_DC] != U8X8_PIN_NONE) {
@ -124,11 +124,12 @@ uint8_t u8g2_esp32_i2c_byte_cb(u8x8_t *u8x8, uint8_t msg, uint8_t arg_int, @@ -124,11 +124,12 @@ uint8_t u8g2_esp32_i2c_byte_cb(u8x8_t *u8x8, uint8_t msg, uint8_t arg_int,
break;
}
break;
i2c_config_t conf;
conf.mode = I2C_MODE_MASTER;
conf.sda_io_num = u8x8->pins[U8X8_PIN_I2C_DATA];
conf.mode = I2C_MODE_MASTER;
conf.sda_io_num = u8x8->pins[U8X8_PIN_I2C_DATA];
conf.sda_pullup_en = GPIO_PULLUP_ENABLE;
conf.scl_io_num = u8x8->pins[U8X8_PIN_I2C_CLOCK];
conf.scl_io_num = u8x8->pins[U8X8_PIN_I2C_CLOCK];
conf.scl_pullup_en = GPIO_PULLUP_ENABLE;
ESP_LOGV(TAG, "clk_speed %d", I2C_MASTER_FREQ_HZ);
conf.master.clk_speed = I2C_MASTER_FREQ_HZ;
@ -144,7 +145,7 @@ uint8_t u8g2_esp32_i2c_byte_cb(u8x8_t *u8x8, uint8_t msg, uint8_t arg_int, @@ -144,7 +145,7 @@ uint8_t u8g2_esp32_i2c_byte_cb(u8x8_t *u8x8, uint8_t msg, uint8_t arg_int,
case U8X8_MSG_BYTE_SEND: {
uint8_t *data_ptr = (uint8_t *)arg_ptr;
size_t data_len = (size_t)arg_int;
size_t data_len = (size_t)arg_int;
// ESP_LOGV(TAG, "U8x8_MSG_BYTE_SEND. txbuf len: %d", txbuf_ptr - txbuf);
// ESP_LOG_BUFFER_HEXDUMP(TAG, data_ptr, data_len, ESP_LOG_VERBOSE);
@ -159,7 +160,7 @@ uint8_t u8g2_esp32_i2c_byte_cb(u8x8_t *u8x8, uint8_t msg, uint8_t arg_int, @@ -159,7 +160,7 @@ uint8_t u8g2_esp32_i2c_byte_cb(u8x8_t *u8x8, uint8_t msg, uint8_t arg_int,
case U8X8_MSG_BYTE_START_TRANSFER: {
uint8_t i2c_address = u8x8_GetI2CAddress(u8x8);
handle_i2c = i2c_cmd_link_create();
handle_i2c = i2c_cmd_link_create();
// ESP_LOGV(TAG, "Start I2C transfer to %02X.", i2c_address >> 1);
ESP_ERROR_CHECK(i2c_master_start(handle_i2c));
ESP_ERROR_CHECK(i2c_master_write_byte(
@ -207,9 +208,9 @@ uint8_t u8g2_esp32_gpio_and_delay_cb(u8x8_t *u8x8, uint8_t msg, uint8_t arg_int, @@ -207,9 +208,9 @@ uint8_t u8g2_esp32_gpio_and_delay_cb(u8x8_t *u8x8, uint8_t msg, uint8_t arg_int,
// RESET have been specified then we define those pins as GPIO outputs.
case U8X8_MSG_GPIO_AND_DELAY_INIT: {
uint64_t bitmask = 0;
uint8_t dc = u8x8->pins[U8X8_PIN_DC];
uint8_t reset = u8x8->pins[U8X8_PIN_RESET];
uint8_t cs = u8x8->pins[U8X8_PIN_CS];
uint8_t dc = u8x8->pins[U8X8_PIN_DC];
uint8_t reset = u8x8->pins[U8X8_PIN_RESET];
uint8_t cs = u8x8->pins[U8X8_PIN_CS];
if (dc != U8X8_PIN_NONE) {
bitmask = bitmask | (1ull << dc);
}
@ -227,10 +228,10 @@ uint8_t u8g2_esp32_gpio_and_delay_cb(u8x8_t *u8x8, uint8_t msg, uint8_t arg_int, @@ -227,10 +228,10 @@ uint8_t u8g2_esp32_gpio_and_delay_cb(u8x8_t *u8x8, uint8_t msg, uint8_t arg_int,
}
gpio_config_t gpioConfig;
gpioConfig.pin_bit_mask = bitmask;
gpioConfig.mode = GPIO_MODE_OUTPUT;
gpioConfig.pull_up_en = GPIO_PULLUP_DISABLE;
gpioConfig.mode = GPIO_MODE_OUTPUT;
gpioConfig.pull_up_en = GPIO_PULLUP_DISABLE;
gpioConfig.pull_down_en = GPIO_PULLDOWN_ENABLE;
gpioConfig.intr_type = GPIO_INTR_DISABLE;
gpioConfig.intr_type = GPIO_INTR_DISABLE;
gpio_config(&gpioConfig);
break;
}

360
main/ugv.cc

@ -0,0 +1,360 @@ @@ -0,0 +1,360 @@
#include "ugv.hh"
#include "ugv_comms.hh"
#include "ugv_display.hh"
#include "ugv_io.hh"
namespace ugv {
static const char *TAG = "ugv_main";
//#define CALIBRATE
static constexpr float PI =
3.1415926535897932384626433832795028841971693993751058209749445923078164062;
constexpr uint64_t LOOP_PERIOD_US = 1e6 / 100;
constexpr float LOOP_HZ = 1000000.f / static_cast<float>(LOOP_PERIOD_US);
constexpr float LOOP_PERIOD_S = 1 / LOOP_HZ;
constexpr TickType_t WATCHDOG_TICKS = pdMS_TO_TICKS(20 * 1000);
constexpr uint64_t NOISE_PERIOD_US = 2000e3;
constexpr float NOISE_PERIOD_S = static_cast<float>(NOISE_PERIOD_US) * 1.e-6f;
constexpr float ACCEL_NOISE_THRESHOLD = 0.001;
constexpr float GYRO_NOISE_THRESHOLD = 0.3;
void UpdateLocationFromGPS(comms::messages::Location &location,
const io::GpsData &gps_data) {
location.set_fix_quality(gps_data.fix_quality);
location.set_latitude(gps_data.latitude);
location.set_longitude(gps_data.longitude);
location.set_altitude(gps_data.altitude);
}
extern "C" void UGV_TickTimeout(void *arg) {
UGV *ugv = (UGV *)arg;
ugv->OnTick();
}
UGV::UGV() : angle_controller_(LOOP_PERIOD_S) {
SetTarget({34.069022, -118.443067});
comms = new CommsClass();
io = new IOClass();
display = new DisplayClass(comms);
SetConfig(DefaultConfig());
}
config::Config UGV::DefaultConfig() {
config::Config c;
auto *apid = c.mutable_angle_pid();
apid->set_kp(0.06);
apid->set_ki(0.01);
apid->set_kd(0.4);
apid->set_max_output(0.6);
apid->set_max_i_error(15.0);
c.set_min_target_dist(1.0);
c.set_min_flip_pitch(90.0);
c.set_drive_power(0.4);
c.set_mag_declination(11.5);
return c;
}
void UGV::SetConfig(const config::Config &conf) {
auto &apid = conf.angle_pid();
angle_controller_.SetPID(apid.kp(), apid.ki(), apid.kd());
angle_controller_.MaxOutput(apid.max_output());
angle_controller_.MaxIError(apid.max_i_error());
conf_ = conf;
}
void UGV::SetTarget(LatLong target) { target_ = target; }
void UGV::Init() {
esp_timer_init();
ahrs_.begin(LOOP_HZ); // rough sample frequency
io->Init();
comms->Init();
display->Init();
esp_timer_create_args_t timer_args;
timer_args.callback = UGV_TickTimeout;
timer_args.arg = this;
timer_args.dispatch_method = ESP_TIMER_TASK;
timer_args.name = "ugv_main_loop";
esp_timer_create(&timer_args, &this->timer_handle);
esp_timer_start_periodic(timer_handle, LOOP_PERIOD_US);
last_print_ = 0;
last_noise_ = 0;
last_left_ = 0;
last_right_ = 0;
}
void UGV::UpdateAHRS() {
io::Vec3f &g = inputs_.mpu.gyro_rate, &a = inputs_.mpu.accel,
&m = inputs_.mpu.mag;
ahrs_.update(g.x, g.y, g.z, a.x, a.y, a.z, m.x, m.y, m.z);
yaw_ = ahrs_.getYaw() + conf_.mag_declination();
while (yaw_ > 360.) {
yaw_ -= 360.;
}
while (yaw_ < 0.) {
yaw_ += 360.;
}
pitch_ = ahrs_.getPitch();
roll_ = ahrs_.getRoll();
}
void UGV::DoDebugPrint() {
auto &mpu = inputs_.mpu;
#ifdef CALIBRATE
ESP_LOGD(TAG, "inputs: acc=(%f, %f, %f) gyro=(%f, %f, %f) mag=(%f, %f, %f)",
mpu.accel.x, mpu.accel.y, mpu.accel.z, mpu.gyro_rate.x,
mpu.gyro_rate.y, mpu.gyro_rate.z, mpu.mag.x, mpu.mag.y, mpu.mag.z);
#else
ESP_LOGD(TAG, "inputs: acc=(%f, %f, %f) gyro=(%f, %f, %f) mag=(%f, %f, %f)",
mpu.accel.x, mpu.accel.y, mpu.accel.z, mpu.gyro_rate.x,
mpu.gyro_rate.y, mpu.gyro_rate.z, mpu.mag.x, mpu.mag.y, mpu.mag.z);
ESP_LOGD(TAG, "ahrs: yaw=%f, pitch=%f, roll=%f", yaw_, pitch_, roll_);
ESP_LOGV(TAG, "target angle: %f", angle_controller_.Setpoint());
#endif
}
void UGV::ReadComms() {
comms->Lock();
UpdateLocationFromGPS(*(comms->status.mutable_location()), inputs_.gps);
comms->status.set_yaw_angle(yaw_);
comms->status.set_pitch_angle(pitch_);
comms->status.set_roll_angle(roll_);
comms->status.set_is_still(is_still_);
UGV_State comms_ugv_state = comms->status.state();
TickType_t ticks_since_last_packet =
(xTaskGetTickCount() - comms->last_packet_tick);
if (ticks_since_last_packet >= WATCHDOG_TICKS &&
(comms_ugv_state != UGV_State::STATE_IDLE ||
current_state_ != UGV_State::STATE_IDLE)) {
ESP_LOGW(TAG, "No comms for %f ticks, disabling",
ticks_since_last_packet * (1000.f / pdMS_TO_TICKS(1000)));
comms_ugv_state = UGV_State::STATE_IDLE;
}
if (comms_ugv_state != current_state_) {
ESP_LOGI(TAG, "Comms updated UGV state to %d", comms_ugv_state);
current_state_ = comms_ugv_state;
}
if (comms->new_target) {
SetTarget(*comms->new_target);
ESP_LOGI(TAG, "Updating target to (%f, %f)", target_.latitude,
target_.longitude);
delete comms->new_target;
comms->new_target = nullptr;
}
if (comms->new_config) {
ESP_LOGI(TAG, "Updating config");
SetConfig(*comms->new_config);
delete comms->new_config;
comms->new_config = nullptr;
}
comms->Unlock();
}
void UGV::OnTick() {
ESP_LOGV(TAG, "OnTick");
int64_t time_us = esp_timer_get_time();
float time_s = ((float)time_us) / 1e6;
io->ReadInputs(inputs_);
UpdateAHRS();
angle_controller_.Input(yaw_);
float drive_power = 0.;
outputs_.left_motor = 0.0;
outputs_.right_motor = 0.0;
float pitch = roll_; // TODO: fix quaternion -> YPR
auto min_flip_pitch = conf_.min_flip_pitch();
bool is_upside_down = (pitch > min_flip_pitch) || (pitch < -min_flip_pitch);
io::Vec3f d_accel = inputs_.mpu.accel - last_mpu_.accel;
io::Vec3f d_gyro = inputs_.mpu.gyro_rate - last_mpu_.gyro_rate;
last_mpu_ = inputs_.mpu;
accel_noise_accum_ += d_accel.norm2() * LOOP_PERIOD_S;
gyro_noise_accum_ += d_gyro.norm2() * LOOP_PERIOD_S;
if (time_us >= last_noise_ + NOISE_PERIOD_US) {
accel_noise_ = accel_noise_accum_ / NOISE_PERIOD_S;
gyro_noise_ = gyro_noise_accum_ / NOISE_PERIOD_S;
is_still_ = (accel_noise_ < ACCEL_NOISE_THRESHOLD) &&
(gyro_noise_ < GYRO_NOISE_THRESHOLD);
ESP_LOGD(TAG, "is still: %s, accel noise: %f, gyro noise: %f",
is_still_ ? "still" : "moving", accel_noise_, gyro_noise_);
accel_noise_accum_ = 0;
gyro_noise_accum_ = 0;
last_noise_ = time_us;
}
ReadComms();
next_state_ = current_state_;
switch (current_state_) {
default:
ESP_LOGW(TAG, "unhandled state: %d", current_state_);
// fall through
case UGV_State::STATE_IDLE:
case UGV_State::STATE_FINISHED: angle_controller_.Disable(); break;
case UGV_State::STATE_AQUIRING: {
if (is_upside_down) {
next_state_ = UGV_State::STATE_FLIPPING;
break;
}
angle_controller_.Disable();
TickType_t current_tick = xTaskGetTickCount();
TickType_t ticks_since_gps = current_tick - inputs_.gps.last_update;
bool not_old = ticks_since_gps <= pdMS_TO_TICKS(2000);
bool not_invalid = inputs_.gps.fix_quality != io::GPS_FIX_INVALID;
if (not_old && not_invalid) {
next_state_ = UGV_State::STATE_TURNING;
}
break;
}
case UGV_State::STATE_FLIPPING: {
angle_controller_.Disable();
outputs_.left_motor = 0.8;
outputs_.right_motor = 0.8;
if (!is_upside_down) {
next_state_ = UGV_State::STATE_AQUIRING;
break;
}
break;
}
case UGV_State::STATE_TURNING: {
if (is_upside_down) {
next_state_ = UGV_State::STATE_FLIPPING;
break;
}
if (inputs_.gps.fix_quality == io::GPS_FIX_INVALID) {
next_state_ = UGV_State::STATE_AQUIRING;
break;
}
LatLong current_pos = {inputs_.gps.latitude, inputs_.gps.longitude};
float tgt_bearing = current_pos.bearing_toward(target_);
angle_controller_.Enable();
angle_controller_.Setpoint(tgt_bearing);
if (fabs(angle_controller_.Error()) <= 5.0) {
next_state_ = UGV_State::STATE_DRIVING;
}
break;
}
case UGV_State::STATE_DRIVING: {
if (is_upside_down) {
next_state_ = UGV_State::STATE_FLIPPING;
break;
}
if (inputs_.gps.fix_quality == io::GPS_FIX_INVALID) {
next_state_ = UGV_State::STATE_AQUIRING;
break;
}
LatLong current_pos = {inputs_.gps.latitude, inputs_.gps.longitude};
float tgt_dist = current_pos.distance_to(target_);
if (tgt_dist <= conf_.min_target_dist()) {
ESP_LOGI(TAG, "Finished driving to target");
next_state_ = UGV_State::STATE_FINISHED;
break;
}
float tgt_bearing = current_pos.bearing_toward(target_);
angle_controller_.Enable();
angle_controller_.Setpoint(tgt_bearing);
drive_power = conf_.drive_power();
break;
}
case UGV_State::STATE_TEST:
#define BASIC_TEST
#ifdef BASIC_TEST
outputs_.left_motor = sinf(time_s * PI);
outputs_.right_motor = cosf(time_s * PI);
#else
angle_controller_.Enable();
angle_controller_.Setpoint(90.0);
#endif
break;
case UGV_State::STATE_DRIVE_HEADING:
angle_controller_.Enable();
angle_controller_.Setpoint(comms->drive_heading.heading());
drive_power = comms->drive_heading.power();
break;
}
if (angle_controller_.Enabled()) {
float angle_pwr = angle_controller_.Update();
outputs_.left_motor = drive_power - angle_pwr;
outputs_.right_motor = drive_power + angle_pwr;
}
constexpr float MAX_ACCEL = 16 * LOOP_PERIOD_S;
if (inputs_.mpu.gyro_rate.x == 0 && inputs_.mpu.gyro_rate.y == 0 &&
inputs_.mpu.gyro_rate.z == 0) {
outputs_.left_motor = 0;
outputs_.right_motor = 0;
did_miss_mpu_ = true;
} else {
float dleft = outputs_.left_motor - last_left_;
float dright = outputs_.right_motor - last_right_;
if (dleft > MAX_ACCEL) {
outputs_.left_motor = last_left_ + MAX_ACCEL;
} else if (dleft < -MAX_ACCEL) {
outputs_.left_motor = last_left_ - MAX_ACCEL;
}
if (dright > MAX_ACCEL) {
outputs_.right_motor = last_right_ + MAX_ACCEL;
} else if (dright < -MAX_ACCEL) {
outputs_.right_motor = last_right_ - MAX_ACCEL;
}
}
io->WriteOutputs(outputs_);
last_left_ = outputs_.left_motor;
last_right_ = outputs_.right_motor;
if (current_state_ != next_state_) {
ESP_LOGI(TAG, "switching state to %d", next_state_);
}
comms->Lock();
comms->status.set_state(next_state_);
comms->Unlock();
#ifdef CALIBRATE
const long debug_print_period = 50 * 1000;
#else
const long debug_print_period = 500 * 1000;
#endif
if (time_us >= last_print_ + debug_print_period) {
if (did_miss_mpu_) {
ESP_LOGW(TAG, "no MPU data, disabling");
did_miss_mpu_ = false;
}
DoDebugPrint();
last_print_ = time_us;
}
}
UGV *the_ugv;
void Start(void) {
ESP_LOGI(TAG, "Starting UAS UGV");
the_ugv = new UGV();
the_ugv->Init();
ESP_LOGI(TAG, "Setup finished");
}
} // namespace ugv

81
main/ugv.hh

@ -0,0 +1,81 @@ @@ -0,0 +1,81 @@
#pragma once
#include <esp_log.h>
#include <esp_timer.h>
#include "MadgwickAHRS.h"
#include "config.pb.h"
#include "lat_long.hh"
#include "pid_controller.hh"
#include "ugv_io.hh"
namespace ugv {
namespace comms {
class CommsClass;
}
class DisplayClass;
using ugv::comms::CommsClass;
using ugv::comms::messages::UGV_State;
using ugv::io::IOClass;
extern "C" void UGV_TickTimeout(void *arg);
void UpdateLocationFromGPS(comms::messages::Location &location,
const io::GpsData &gps_data);
class UGV {
private:
CommsClass *comms;
IOClass *io;
DisplayClass *display;
esp_timer_handle_t timer_handle;
LatLong target_;
config::Config conf_;
PIDController angle_controller_;
Madgwick ahrs_;
io::Inputs inputs_;
io::Outputs outputs_;
int64_t last_print_;
UGV_State current_state_;
UGV_State next_state_;
float yaw_;
float pitch_;
float roll_;
io::MpuData last_mpu_;
int64_t last_noise_;
float accel_noise_accum_;
float gyro_noise_accum_;
float accel_noise_;
float gyro_noise_;
bool is_still_;
float last_left_;
float last_right_;
bool did_miss_mpu_;
void UpdateAHRS();
void DoDebugPrint();
void ReadComms();
public:
explicit UGV();
static config::Config DefaultConfig();
void SetConfig(const config::Config &conf);
void SetTarget(LatLong target);
void Init();
void OnTick();
};
extern UGV *the_ugv;
void Start(void);
} // namespace ugv

257
main/ugv_comms.cc

@ -2,6 +2,8 @@ @@ -2,6 +2,8 @@
#include "ugv_config.h"
#include <esp_log.h>
#include <mbedtls/base64.h>
#include <rom/crc.h>
#include "messages.pb.h"
@ -13,39 +15,44 @@ namespace ugv { @@ -13,39 +15,44 @@ namespace ugv {
namespace comms {
static const char *TAG = "ugv_comms";
static const TickType_t SEND_PERIOD = pdMS_TO_TICKS(15 * 1000);
CommsClass::CommsClass()
: location(),
ugv_state(messages::STATE_IDLE),
last_packet_tick(0),
: last_packet_tick(0),
last_packet_rssi(INT32_MIN),
last_packet_snr(INT8_MIN) {
last_packet_snr(INT8_MIN),
status(),
drive_heading(),
new_target(nullptr),
new_config(nullptr) {
status.set_state(messages::STATE_IDLE);
mutex = xSemaphoreCreateMutex();
}
void CommsClass::Init() {
esp_err_t ret;
location.set_fix_quality(0);
location.set_latitude(43.65);
location.set_longitude(-116.20);
location.set_altitude(2730);
ugv_state = messages::UGV_State::STATE_IDLE;
auto *loc = status.mutable_location();
loc->set_fix_quality(0);
loc->set_latitude(43.65);
loc->set_longitude(-116.20);
loc->set_altitude(2730);
status.set_state(messages::UGV_State::STATE_IDLE);
#ifdef COMMS_SX127X
sx127x_config_t lora_config = sx127x_config_default();
lora_config.sck_io_num = (gpio_num_t)LORA_SCK;
lora_config.miso_io_num = (gpio_num_t)LORA_MISO;
lora_config.mosi_io_num = (gpio_num_t)LORA_MOSI;
lora_config.cs_io_num = (gpio_num_t)LORA_CS;
lora_config.rst_io_num = (gpio_num_t)LORA_RST;
lora_config.irq_io_num = (gpio_num_t)LORA_IRQ;
lora_config.frequency = LORA_FREQ;
lora_config.tx_power = 17;
sx127x_config_t lora_config = sx127x_config_default();
lora_config.sck_io_num = (gpio_num_t)LORA_SCK;
lora_config.miso_io_num = (gpio_num_t)LORA_MISO;
lora_config.mosi_io_num = (gpio_num_t)LORA_MOSI;
lora_config.cs_io_num = (gpio_num_t)LORA_CS;
lora_config.rst_io_num = (gpio_num_t)LORA_RST;
lora_config.irq_io_num = (gpio_num_t)LORA_IRQ;
lora_config.frequency = LORA_FREQ;
lora_config.tx_power = 17;
lora_config.spreading_factor = 12;
lora_config.signal_bandwidth = 10E3;
lora_config.sync_word = 0x34;
lora_config.crc = SX127X_CRC_ENABLED;
lora_config.sync_word = 0x34;
lora_config.crc = SX127X_CRC_ENABLED;
ret = sx127x_init(&lora_config, &lora);
if (ret != ESP_OK) {
@ -61,19 +68,18 @@ void CommsClass::Init() { @@ -61,19 +68,18 @@ void CommsClass::Init() {
ESP_LOGI(TAG, "LoRa initialized");
#else
e32::Config lora_config;
lora_config.uart_port = LORA_UART;
lora_config.uart_port = LORA_UART;
lora_config.uart_rx_pin = LORA_RX;
lora_config.uart_tx_pin = LORA_TX;
ret = lora.Init(lora_config);
ret = lora.Init(lora_config);
if (ret != ESP_OK) {
const char *error_name = esp_err_to_name(ret);
ESP_LOGE(TAG, "E32 LoRa Init failed: %s (%d)", error_name, ret);
return;
}
packet_len = -1;
#endif
xTaskCreate(CommsClass::CommsTask, "ugv_comms", 2 * 1024, this, 2,
xTaskCreate(CommsClass::CommsTask, "ugv_comms", 8 * 1024, this, 2,
&task_handle);
ESP_LOGD(TAG, "UGV comms started");
}
@ -89,7 +95,7 @@ int32_t CommsClass::ReadRssi() { @@ -89,7 +95,7 @@ int32_t CommsClass::ReadRssi() {
#ifdef COMMS_SX127X
sx127x_read_rssi(lora, &rssi);
#else
rssi = 0;
rssi = 0;
#endif
return rssi;
}
@ -99,7 +105,7 @@ uint8_t CommsClass::ReadLnaGain() { @@ -99,7 +105,7 @@ uint8_t CommsClass::ReadLnaGain() {
#ifdef COMMS_SX127X
sx127x_read_lna_gain(lora, &lna_gain);
#else
lna_gain = 0;
lna_gain = 0;
#endif
return lna_gain;
}
@ -115,27 +121,18 @@ void CommsClass::RunTask() { @@ -115,27 +121,18 @@ void CommsClass::RunTask() {
using messages::UGV_State;
using messages::UGV_Status;
TickType_t send_period = pdMS_TO_TICKS(2000);
TickType_t current_tick = xTaskGetTickCount();
TickType_t next_send = current_tick + send_period;
esp_err_t ret;
next_status_send = current_tick;
#ifdef COMMS_SX127X
sx127x_rx_packet_t rx_packet;
#else
static const int rx_buf_len = MAX_PACKET_LEN * 2;
uint8_t *rx_buf = new uint8_t[rx_buf_len];
int rx_len;
std::string rx_buf;
int rx_len;
#endif
UGV_Message ugv_message;
std::string ugv_message_data;
UGV_Status *status = ugv_message.mutable_status();
while (true) {
TickType_t delay_ticks = next_send - current_tick;
TickType_t delay_ticks = next_status_send - current_tick;
#ifdef COMMS_SX127X
ret = sx127x_recv_packet(lora, &rx_packet, delay_ticks);
@ -145,55 +142,43 @@ void CommsClass::RunTask() { @@ -145,55 +142,43 @@ void CommsClass::RunTask() {
sx127x_packet_rx_free(&rx_packet);
}
#else
if (packet_len <= 0) { // need to receive packet size first
rx_len = lora.Read(rx_buf, 1, delay_ticks);
if (rx_len > 0) {
packet_len = rx_buf[0];
if (packet_len > MAX_PACKET_LEN) { // should not be possible
ESP_LOGE(TAG, "invalid packet len received: %d", packet_len);
packet_len = -1;
} else {
ESP_LOGV(TAG, "rx packet len: %d", packet_len);
}
}
} else { // receiving packet data now
rx_len = lora.Read(rx_buf, packet_len, PACKET_RX_TIMEOUT);
if (rx_len < packet_len) {
ESP_LOGE(TAG, "timeout for packet rx");
lora.Flush();
} else {
ESP_LOGV(TAG, "rx data: %.*s", packet_len, rx_buf);
HandlePacket(rx_buf, packet_len);
}
packet_len = -1; // wait for new packet len
// receiving packet data now
rx_len = lora.ReadLn(rx_buf, delay_ticks);
if (rx_len <= 0) {
ESP_LOGV(TAG, "timeout for packet rx");
// lora.Flush();
} else {
ESP_LOGV(TAG, "rx data: %.*s", rx_buf.size(), rx_buf.c_str());
HandlePacket((uint8_t *)rx_buf.c_str(), rx_buf.size());
}
// TODO: checksum?
#endif
current_tick = xTaskGetTickCount();
if (current_tick < next_send) {
if (current_tick < next_status_send) {
continue;
}
Lock();
status->mutable_location()->CopyFrom(this->location);
status->set_state(this->ugv_state);
Unlock();
ugv_message.SerializeToString(&ugv_message_data);
ret = SendPacket(ugv_message_data);
if (ret != ESP_OK) {
ESP_LOGE(TAG, "error sending packet: %d", ret);
} else {
ESP_LOGV(TAG, "lora wrote UGV_Message packet");
}
SendStatus();
current_tick = xTaskGetTickCount();
next_send = current_tick + send_period;
}
#ifndef COMMS_SX127X
delete[] rx_buf;
#endif
}
void CommsClass::SendStatus() {
Lock();
status_message.mutable_status()->CopyFrom(this->status);
Unlock();
status_message.SerializeToString(&status_message_data);
esp_err_t ret = SendPacket(status_message_data);
if (ret != ESP_OK) {
ESP_LOGE(TAG, "error sending packet: %d", ret);
} else {
ESP_LOGV(TAG, "lora wrote UGV_Message packet");
}
next_status_send = xTaskGetTickCount() + SEND_PERIOD;
}
#ifdef COMMS_SX127X
@ -204,7 +189,7 @@ void CommsClass::HandlePacket(sx127x_rx_packet_t *rx_packet) { @@ -204,7 +189,7 @@ void CommsClass::HandlePacket(sx127x_rx_packet_t *rx_packet) {
xSemaphoreTake(mutex, portMAX_DELAY);
last_packet_rssi = rx_packet->rssi;
last_packet_snr = rx_packet->snr;
last_packet_snr = rx_packet->snr;
xSemaphoreGive(mutex);
HandlePacket(rx_packet->data, rx_packet->data_len);
@ -217,10 +202,39 @@ void CommsClass::HandlePacket(const uint8_t *data, size_t data_size) { @@ -217,10 +202,39 @@ void CommsClass::HandlePacket(const uint8_t *data, size_t data_size) {
xSemaphoreTake(mutex, pdMS_TO_TICKS(10));
last_packet_tick = xTaskGetTickCount();
xSemaphoreGive(mutex);
ESP_LOGI(TAG, "rx base64 message: %.*s", data_size, data);
int ret;
size_t decoded_size = (data_size * 4 + 2) / 3;
uint8_t *decoded = new uint8_t[decoded_size];
size_t decoded_len;
ret = mbedtls_base64_decode(decoded, decoded_size, &decoded_len, data,
data_size);
if (ret != 0) {
ESP_LOGE(TAG, "base64 decode error: %d", ret);
delete[] decoded;
return;
}
if (decoded_len < 4) {
ESP_LOGE(TAG, "message too short (%d bytes)", decoded_len);
delete[] decoded;
return;
}
uint32_t calccrc = crc32_le(0, decoded, decoded_len - 4);
uint32_t msgcrc;
memcpy(&msgcrc, decoded + decoded_len - 4, 4);
if (calccrc != msgcrc) {
ESP_LOGW(TAG, "crc did not match (message %u, calculated %u)", msgcrc, calccrc);
delete[] decoded;
return;
}
GroundMessage ground_message;
bool pb_ret = ground_message.ParseFromArray(data, data_size);
bool pb_ret = ground_message.ParseFromArray(decoded, decoded_len - 4);
delete[] decoded;
if (!pb_ret) {
ESP_LOGE(TAG, "rx invalid protobuf");
return;
@ -239,20 +253,69 @@ void CommsClass::HandlePacket(const uint8_t *data, size_t data_size) { @@ -239,20 +253,69 @@ void CommsClass::HandlePacket(const uint8_t *data, size_t data_size) {
void CommsClass::HandleCommand(const messages::GroundCommand &command) {
ESP_LOGI(TAG, "rx command id %d type %d", command.id(), command.type());
using messages::UGV_State;
xSemaphoreTake(mutex, pdMS_TO_TICKS(10));
switch (command.type()) {
case messages::CMD_DISABLE: ugv_state = messages::STATE_IDLE; break;
case messages::CMD_DISABLE:
xSemaphoreTake(mutex, pdMS_TO_TICKS(10));
status.set_state(UGV_State::STATE_IDLE);
xSemaphoreGive(mutex);
break;
case messages::CMD_DRIVE_TO_TARGET:
ugv_state = messages::STATE_AQUIRING;
xSemaphoreTake(mutex, pdMS_TO_TICKS(10));
status.set_state(UGV_State::STATE_AQUIRING);
xSemaphoreGive(mutex);
break;
case messages::CMD_TEST:
xSemaphoreTake(mutex, pdMS_TO_TICKS(10));
status.set_state(UGV_State::STATE_TEST);
xSemaphoreGive(mutex);
break;
case messages::CMD_DRIVE_HEADING: {
if (command.has_drive_heading()) {
xSemaphoreTake(mutex, pdMS_TO_TICKS(10));
status.set_state(UGV_State::STATE_DRIVE_HEADING);
this->drive_heading = command.drive_heading();
xSemaphoreGive(mutex);
} else {
status.set_state(UGV_State::STATE_IDLE);
ESP_LOGE(TAG, "invalid CMD_DRIVE_HEADING");
}
break;
}
case messages::CMD_SET_TARGET: {
if (command.has_target_location()) {
xSemaphoreTake(mutex, pdMS_TO_TICKS(10));
if (!new_target) {
new_target = new messages::TargetLocation();
}
new_target->CopyFrom(command.target_location());
xSemaphoreGive(mutex);
}
break;
case messages::CMD_TEST: ugv_state = messages::STATE_TEST; break;
}
case messages::CMD_SET_CONFIG: {
if (command.has_config()) {
xSemaphoreTake(mutex, pdMS_TO_TICKS(10));
if (!new_config) {
new_config = new config::Config();
}
new_config->CopyFrom(command.config());
xSemaphoreGive(mutex);
}
break;
}
case messages::CMD_GET_STATUS: {
SendStatus();
break;
}
case messages::CMD_PING: {
break;
}
default:
ESP_LOGW(TAG, "unhandled command type: %d", command.type());
xSemaphoreGive(mutex);
return; // early return, no ack
}
xSemaphoreGive(mutex);
messages::UGV_Message ugv_message;
ugv_message.set_command_ack(command.id());
@ -260,7 +323,7 @@ void CommsClass::HandleCommand(const messages::GroundCommand &command) { @@ -260,7 +323,7 @@ void CommsClass::HandleCommand(const messages::GroundCommand &command) {
SendPacket(ugv_message);
}
esp_err_t CommsClass::SendPacket(const char *data, size_t size) {
esp_err_t CommsClass::SendPacket(const uint8_t *data, size_t size) {
#ifdef COMMS_SX127X
return sx127x_send_packet(lora, data, size, 0);
#else
@ -268,15 +331,31 @@ esp_err_t CommsClass::SendPacket(const char *data, size_t size) { @@ -268,15 +331,31 @@ esp_err_t CommsClass::SendPacket(const char *data, size_t size) {
ESP_LOGE(TAG, "SendPacket size too long: %d", size);
return ESP_ERR_INVALID_SIZE;
}
uint8_t sz = size;
lora.Write(&sz, sizeof(sz));
lora.Write((uint8_t *)data, size);
size_t fullsize = size + 4;
uint8_t *data_with_crc = new uint8_t[fullsize];
uint32_t crc = crc32_le(0, data, size);
ESP_LOGV(TAG, "Calculated crc value: %u", crc);
memcpy(data_with_crc, data, size);
memcpy(data_with_crc + size, &crc, 4);
size_t encoded_size = ((fullsize + 6) / 3) * 4;
uint8_t *encoded = new uint8_t[encoded_size];
size_t encoded_len;
int ret =
mbedtls_base64_encode(encoded, encoded_size, &encoded_len, data_with_crc, fullsize);
delete[] data_with_crc;
if (ret != 0) {
delete[] encoded;
ESP_LOGE(TAG, "base64 encode error: %d", ret);
return ESP_FAIL;
}
lora.WriteLn(encoded, encoded_len);
delete[] encoded;
return ESP_OK;
#endif
}
esp_err_t CommsClass::SendPacket(const std::string &str) {
return SendPacket(str.c_str(), str.size());
return SendPacket((const uint8_t *)str.c_str(), str.size());
}
esp_err_t CommsClass::SendPacket(const google::protobuf::MessageLite &message) {

27
main/ugv_comms.hh

@ -15,7 +15,8 @@ @@ -15,7 +15,8 @@
namespace ugv {
namespace comms {
namespace messages = uas::ugv::messages;
namespace messages = ugv::messages;
namespace config = ugv::config;
class CommsClass {
public:
@ -33,22 +34,28 @@ class CommsClass { @@ -33,22 +34,28 @@ class CommsClass {
uint8_t ReadLnaGain();
public:
SemaphoreHandle_t mutex;
messages::Location location;
messages::UGV_State ugv_state;
TickType_t last_packet_tick;
int32_t last_packet_rssi;
int8_t last_packet_snr;
SemaphoreHandle_t mutex;
TickType_t last_packet_tick;
int32_t last_packet_rssi;
int8_t last_packet_snr;
messages::UGV_Status status;
messages::DriveHeadingData drive_heading;
messages::TargetLocation* new_target;
config::Config* new_config;
private:
#ifdef COMMS_SX127X
sx127x_hndl lora;
#else
e32::E32_Driver lora;
int packet_len;
#endif
TaskHandle_t task_handle;
messages::UGV_Message status_message;
std::string status_message_data;
TickType_t next_status_send;
void RunTask();
#ifdef COMMS_SX127X
@ -58,10 +65,12 @@ class CommsClass { @@ -58,10 +65,12 @@ class CommsClass {
void HandlePacket(const uint8_t* data, size_t size);
void HandleCommand(const messages::GroundCommand& command);
esp_err_t SendPacket(const char* data, size_t size);
esp_err_t SendPacket(const uint8_t* data, size_t size);
esp_err_t SendPacket(const std::string& str);
esp_err_t SendPacket(const google::protobuf::MessageLite& message);
void SendStatus();
static void CommsTask(void* arg);
};

45
main/ugv_display.cc

@ -14,12 +14,12 @@ using comms::CommsClass; @@ -14,12 +14,12 @@ using comms::CommsClass;
DisplayClass::DisplayClass(CommsClass* comms) : comms_(comms) {}
void DisplayClass::Init() {
return;
ESP_LOGD(TAG, "Initializing u8g2 display");
// For Heltec ESP32 LoRa
// oled = new U8G2_SSD1306_128X64_NONAME_F_HW_I2C(U8G2_R0, 16, 15, 4);
// For wemos Lolin ESP32
oled = new U8G2_SSD1306_128X64_NONAME_F_HW_I2C(U8G2_R0, OLED_RESET, OLED_CLOCK, OLED_DATA);
oled = new U8G2_SSD1306_128X64_NONAME_F_HW_I2C(U8G2_R0, OLED_RESET,
OLED_CLOCK, OLED_DATA);
oled->initDisplay();
oled->clearDisplay();
oled->setPowerSave(false);
@ -30,28 +30,33 @@ void DisplayClass::Init() { @@ -30,28 +30,33 @@ void DisplayClass::Init() {
ESP_LOGE(TAG, "error starting display thread");
return;
}
ESP_LOGD(TAG, "Started display thread");
}
void DisplayClass::Run() {
return;
int32_t lora_rssi;
uint8_t lora_lna_gain;
#ifdef COMMS_SX127X
int32_t lora_rssi;
uint8_t lora_lna_gain;
int32_t last_packet_rssi;
int8_t last_packet_snr;
#endif
TickType_t last_packet_tick;
int32_t last_packet_rssi;
int8_t last_packet_snr;
messages::UGV_Status status;
ESP_LOGD(TAG, "Started display thread");
while (true) {
// ESP_LOGI(TAG, "inputs %s", inputs.ToString());
oled->firstPage();
lora_rssi = comms_->ReadRssi();
#ifdef COMMS_SX127X
lora_rssi = comms_->ReadRssi();
lora_lna_gain = comms_->ReadLnaGain();
#endif
comms_->Lock();
last_packet_tick = comms_->last_packet_tick;
status.CopyFrom(comms_->status);
#ifdef COMMS_SX127X
last_packet_rssi = comms_->last_packet_rssi;
last_packet_snr = comms_->last_packet_snr;
last_packet_snr = comms_->last_packet_snr;
#endif
comms_->Unlock();
do {
oled->drawRFrame(0, 0, OLED_W, OLED_H, 4);
@ -66,24 +71,26 @@ void DisplayClass::Run() { @@ -66,24 +71,26 @@ void DisplayClass::Run() {
heap_info.total_free_bytes);
oled->setCursor(4, 3 * 8);
oled->printf("rssi: %d lna gain: %d", lora_rssi, lora_lna_gain);
oled->printf("state: %d", status.state());
if (last_packet_tick > 0) {
double time_since_last_packet =
1000.0f /
((xTaskGetTickCount() - last_packet_tick) * portTICK_RATE_MS);
static_cast<float>((xTaskGetTickCount() - last_packet_tick) *
portTICK_RATE_MS) /
1000.f;
oled->setCursor(4, 4 * 8);
oled->printf("last pkt rx %f s ago", time_since_last_packet);
oled->printf("last pkt rx %.2f s ago", time_since_last_packet);
#ifdef COMMS_SX127X
oled->setCursor(4, 5 * 8);
oled->printf("pkt rssi: %d, snr: %f", last_packet_rssi,
last_packet_snr * 0.25f);
#endif
} else {
oled->setCursor(4, 4 * 8);
oled->print("no pkt rx");
}
// oled->setCursor(4, 6 * 8);
// oled->printf("motors: (%f, %f)", outputs.left_motor,
// outputs.right_motor);
oled->setCursor(4, 5 * 8);
oled->printf("yaw angle: %f", status.yaw_angle());
} while (oled->nextPage());
vTaskDelay(pdMS_TO_TICKS(1000));
}

22
main/ugv_io.cc

@ -4,7 +4,7 @@ @@ -4,7 +4,7 @@
#include <driver/mcpwm.h>
#include <esp_log.h>
#include <math.h>
#include <cmath>
namespace ugv {
namespace io {
@ -22,11 +22,11 @@ static const char *TAG = "ugv_io"; @@ -22,11 +22,11 @@ static const char *TAG = "ugv_io";
} \
}
static constexpr mcpwm_unit_t MCPWM_UNIT = MCPWM_UNIT_0;
static constexpr gpio_num_t MOTOR_LEFT_PWM = GPIO_NUM_2;
static constexpr gpio_num_t MOTOR_LEFT_DIR = GPIO_NUM_0;
static constexpr gpio_num_t MOTOR_RIGHT_PWM = GPIO_NUM_12;
static constexpr gpio_num_t MOTOR_RIGHT_DIR = GPIO_NUM_16;
static constexpr mcpwm_unit_t MCPWM_UNIT = MCPWM_UNIT_0;
static constexpr gpio_num_t MOTOR_LEFT_PWM = GPIO_NUM_2;
static constexpr gpio_num_t MOTOR_LEFT_DIR = GPIO_NUM_0;
static constexpr gpio_num_t MOTOR_RIGHT_PWM = GPIO_NUM_12;
static constexpr gpio_num_t MOTOR_RIGHT_DIR = GPIO_NUM_16;
IOClass IO;
@ -51,11 +51,11 @@ void IOClass::InitMotors() { @@ -51,11 +51,11 @@ void IOClass::InitMotors() {
ERROR_CHECK(mcpwm_gpio_init(MCPWM_UNIT, MCPWM1A, MOTOR_RIGHT_PWM));
mcpwm_config_t mcpwm_config;
mcpwm_config.frequency = 10000; // 20khz
mcpwm_config.cmpr_a = 0;
mcpwm_config.cmpr_b = 0;
mcpwm_config.frequency = 20000; // 20khz
mcpwm_config.cmpr_a = 0;
mcpwm_config.cmpr_b = 0;
mcpwm_config.counter_mode = MCPWM_UP_DOWN_COUNTER; // for symmetric pwm
mcpwm_config.duty_mode = MCPWM_DUTY_MODE_0; // active high
mcpwm_config.duty_mode = MCPWM_DUTY_MODE_0; // active high
ERROR_CHECK(mcpwm_init(MCPWM_UNIT, MCPWM_TIMER_0, &mcpwm_config));
ERROR_CHECK(mcpwm_init(MCPWM_UNIT, MCPWM_TIMER_1, &mcpwm_config));
}
@ -78,7 +78,7 @@ void IOClass::WriteOutputs(const Outputs &outputs) { @@ -78,7 +78,7 @@ void IOClass::WriteOutputs(const Outputs &outputs) {
ret = mcpwm_start(MCPWM_UNIT, MCPWM_TIMER_1);
ERROR_CHECK(ret);
bool left_dir, right_dir;
left_dir = outputs.left_motor < 0.f;
left_dir = outputs.left_motor > 0.f;
right_dir = outputs.right_motor < 0.f;
ret = gpio_set_level(MOTOR_LEFT_DIR, left_dir);

2
main/ugv_io.hh

@ -30,7 +30,7 @@ class IOClass { @@ -30,7 +30,7 @@ class IOClass {
private:
UART_GPS gps_;
MPU mpu_;
MPU mpu_;
void InitMotors();
};

84
main/ugv_io_gps.cc

@ -10,13 +10,13 @@ @@ -10,13 +10,13 @@
namespace ugv {
namespace io {
static constexpr size_t GPS_BUF_SIZE = 1024;
static constexpr uart_port_t GPS_UART = UART_NUM_1;
static constexpr int GPS_UART_TX_PIN = 25;
static constexpr int GPS_UART_RX_PIN = 26;
static constexpr int GPS_UART_BAUD = 9600;
static constexpr size_t GPS_UART_RX_BUF_SIZE = 1024;
static constexpr size_t GPS_UART_TX_BUF_SIZE = 0;
static constexpr size_t GPS_BUF_SIZE = 1024;
static constexpr uart_port_t GPS_UART = UART_NUM_1;
static constexpr int GPS_UART_TX_PIN = 25;
static constexpr int GPS_UART_RX_PIN = 26;
static constexpr int GPS_UART_BAUD = 9600;
static constexpr size_t GPS_UART_RX_BUF_SIZE = 1024;
static constexpr size_t GPS_UART_TX_BUF_SIZE = 0;
const char NMEA_OUTPUT_RMCONLY[] =
"$PMTK314,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0*29";
@ -27,8 +27,8 @@ const char NMEA_OUTPUT_ALL[] = @@ -27,8 +27,8 @@ const char NMEA_OUTPUT_ALL[] =
const char NMEA_OUTPUT_OFF[] =
"$PMTK314,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0*28";
const char NMEA_UPDATE_1HZ[] = "$PMTK220,1000*1F";
const char NMEA_UPDATE_5HZ[] = "$PMTK220,200*2C";
const char NMEA_UPDATE_1HZ[] = "$PMTK220,1000*1F";
const char NMEA_UPDATE_5HZ[] = "$PMTK220,200*2C";
const char NMEA_UPDATE_10HZ[] = "$PMTK220,100*2F";
const char NMEA_Q_RELEASE[] = "$PMTK605*31";
@ -37,7 +37,7 @@ const char NMEA_END_CMD[] = "\r\n"; @@ -37,7 +37,7 @@ const char NMEA_END_CMD[] = "\r\n";
std::string st;
static const char *TAG = "ugv_io";
static const char *TAG = "ugv_io_gps";
UART_GPS::UART_GPS() {}
@ -47,16 +47,16 @@ void UART_GPS::Init() { @@ -47,16 +47,16 @@ void UART_GPS::Init() {
esp_err_t ret;
mutex_ = xSemaphoreCreateMutex();
data_ = GpsData{};
data_ = GpsData{};
uart_config_t gps_uart_config;
gps_uart_config.baud_rate = GPS_UART_BAUD;
gps_uart_config.data_bits = UART_DATA_8_BITS;
gps_uart_config.parity = UART_PARITY_DISABLE;
gps_uart_config.stop_bits = UART_STOP_BITS_1;
gps_uart_config.flow_ctrl = UART_HW_FLOWCTRL_DISABLE;
gps_uart_config.baud_rate = GPS_UART_BAUD;
gps_uart_config.data_bits = UART_DATA_8_BITS;
gps_uart_config.parity = UART_PARITY_DISABLE;
gps_uart_config.stop_bits = UART_STOP_BITS_1;
gps_uart_config.flow_ctrl = UART_HW_FLOWCTRL_DISABLE;
gps_uart_config.rx_flow_ctrl_thresh = 122;
gps_uart_config.use_ref_tick = false;
gps_uart_config.use_ref_tick = false;
ret = uart_param_config(GPS_UART, &gps_uart_config);
if (ret != ESP_OK) {
ESP_LOGE(TAG, "uart_param_config: %d", ret);
@ -115,19 +115,19 @@ void UART_GPS::ProcessLine(const char *line, size_t len) { @@ -115,19 +115,19 @@ void UART_GPS::ProcessLine(const char *line, size_t len) {
return;
case MINMEA_SENTENCE_RMC: {
minmea_sentence_rmc rmc;
bool parse_success;
bool parse_success;
parse_success = minmea_parse_rmc(&rmc, line);
if (!parse_success) {
goto invalid;
}
xSemaphoreTake(mutex_, pdMS_TO_TICKS(1000));
data_.valid = rmc.valid;
data_.latitude = minmea_tofloat(&rmc.latitude);
data_.longitude = minmea_tofloat(&rmc.longitude);
data_.speed = minmea_tofloat(&rmc.speed);
data_.course = minmea_tofloat(&rmc.course);
data_.valid = rmc.valid;
data_.latitude = minmea_tocoord(&rmc.latitude);
data_.longitude = minmea_tocoord(&rmc.longitude);
data_.speed = minmea_tofloat(&rmc.speed);
data_.course = minmea_tofloat(&rmc.course);
data_.last_update = xTaskGetTickCount();
ESP_LOGD(TAG, "RMC: %s, (%f,%f), speed=%f, course=%f",
ESP_LOGV(TAG, "RMC: %s, (%f,%f), speed=%f, course=%f",
data_.valid ? "valid" : "invalid", data_.latitude,
data_.longitude, data_.speed, data_.course);
xSemaphoreGive(mutex_);
@ -135,27 +135,43 @@ void UART_GPS::ProcessLine(const char *line, size_t len) { @@ -135,27 +135,43 @@ void UART_GPS::ProcessLine(const char *line, size_t len) {
}
case MINMEA_SENTENCE_GGA: {
minmea_sentence_gga gga;
bool parse_success;
bool parse_success;
parse_success = minmea_parse_gga(&gga, line);
if (!parse_success) {
goto invalid;
}
xSemaphoreTake(mutex_, pdMS_TO_TICKS(1000));
data_.fix_quality = (GpsFixQual)gga.fix_quality;
data_.fix_quality = (GpsFixQual)gga.fix_quality;
data_.num_satellites = gga.satellites_tracked;
data_.latitude = minmea_tofloat(&gga.latitude);
data_.longitude = minmea_tofloat(&gga.longitude);
data_.latitude = minmea_tocoord(&gga.latitude);
data_.longitude = minmea_tocoord(&gga.longitude);
if (gga.fix_quality != 0 && gga.altitude_units != 'M') {
ESP_LOGW(TAG, "unknown altitude units: %c", gga.altitude_units);
}
data_.altitude = minmea_tofloat(&gga.altitude);
data_.altitude = minmea_tofloat(&gga.altitude);
data_.last_update = xTaskGetTickCount();
ESP_LOGD(TAG, "GGA: qual: %d, num_sat=%d, (%f,%f), alt=%f",
ESP_LOGV(TAG, "GGA: qual: %d, num_sat=%d, (%f,%f), alt=%f",
data_.fix_quality, data_.num_satellites, data_.latitude,
data_.longitude, data_.altitude);
xSemaphoreGive(mutex_);
break;
}
case MINMEA_SENTENCE_GSA: {
minmea_sentence_gsa gsa;
bool parse_success;
parse_success = minmea_parse_gsa(&gsa, line);
if (!parse_success) {
goto invalid;
}
xSemaphoreTake(mutex_, pdMS_TO_TICKS(1000));
data_.pdop = minmea_tofloat(&gsa.pdop);
data_.hdop = minmea_tofloat(&gsa.hdop);
data_.vdop = minmea_tofloat(&gsa.vdop);
ESP_LOGV(TAG, "GSA: pdop=%f, hdop=%f, vdop=%f", data_.pdop, data_.hdop,
data_.vdop);
xSemaphoreGive(mutex_);
break;
}
default: ESP_LOGV(TAG, "unsupported nmea sentence: %s", line);
}
}
@ -184,13 +200,13 @@ void UART_GPS::DoTask() { @@ -184,13 +200,13 @@ void UART_GPS::DoTask() {
esp_err_t ret;
ret = WriteCommand(NMEA_OUTPUT_RMCGGA, sizeof(NMEA_OUTPUT_RMCGGA));
ESP_LOGI(TAG, "sent output rmc and gga: %d", ret);
ESP_LOGV(TAG, "sent output rmc and gga: %d", ret);
ret = WriteCommand(NMEA_UPDATE_1HZ, sizeof(NMEA_UPDATE_1HZ));
ESP_LOGI(TAG, "sent update 1hz: %d", ret);
ESP_LOGV(TAG, "sent update 1hz: %d", ret);
vTaskDelay(pdMS_TO_TICKS(100));
ret = WriteCommand(NMEA_Q_RELEASE, sizeof(NMEA_Q_RELEASE));
ESP_LOGI(TAG, "sent q release: %d", ret);
ESP_LOGV(TAG, "sent q release: %d", ret);
while (true) {
BaseType_t pdRet = xQueueReceive(uart_queue_, &uart_event, portMAX_DELAY);
@ -201,7 +217,7 @@ void UART_GPS::DoTask() { @@ -201,7 +217,7 @@ void UART_GPS::DoTask() {
case UART_DATA: break;
case UART_PATTERN_DET: this->HandleUartPattern(); break;
default:
ESP_LOGW(TAG, "Unhandled GPS event type: %d", uart_event.type);
ESP_LOGW(TAG, "Unhandled UART event type: %d", uart_event.type);
break;
}
}

35
main/ugv_io_gps.hh

@ -9,28 +9,31 @@ namespace ugv { @@ -9,28 +9,31 @@ namespace ugv {
namespace io {
enum GpsFixQual {
GPS_FIX_INVALID = 0, // invalid gps fix
GPS_FIX_GPS = 1, // GPS fix
GPS_FIX_DGPS = 2, // differential GPS fix
GPS_FIX_PPS = 3, // PPS fix
GPS_FIX_RTK = 4, // Real Time Kinematic fix
GPS_FIX_FRTK = 5, // Float Real Time Kinematic fix
GPS_FIX_INVALID = 0, // invalid gps fix
GPS_FIX_GPS = 1, // GPS fix
GPS_FIX_DGPS = 2, // differential GPS fix
GPS_FIX_PPS = 3, // PPS fix
GPS_FIX_RTK = 4, // Real Time Kinematic fix
GPS_FIX_FRTK = 5, // Float Real Time Kinematic fix
GPS_FIX_ESTIMATED = 6, // Estimated fix
GPS_FIX_MANUAL = 7, // Manual fix
GPS_FIX_MANUAL = 7, // Manual fix
GPS_FIX_SIMULATED = 8, // Simulated fix
};
struct GpsData {
TickType_t last_update;
bool valid;
bool valid;
GpsFixQual fix_quality;
uint8_t num_satellites;
uint8_t num_satellites;
float latitude; // degrees +/-
float longitude; // degrees +/-
float altitude; // meters
float speed; // knots
float course; // degrees clockwise of north
float pdop;
float hdop;
float vdop;
};
class UART_GPS {
@ -43,17 +46,17 @@ class UART_GPS { @@ -43,17 +46,17 @@ class UART_GPS {
void GetData(GpsData& data);
private:
TaskHandle_t task_;
TaskHandle_t task_;
SemaphoreHandle_t mutex_;
QueueHandle_t uart_queue_;
GpsData data_;
uint8_t* buffer_;
QueueHandle_t uart_queue_;
GpsData data_;
uint8_t* buffer_;
esp_err_t WriteCommand(const char* cmd, size_t len);
void HandleUartPattern();
void ProcessLine(const char* line, size_t len);
void HandleUartPattern();
void ProcessLine(const char* line, size_t len);
void DoTask();
void DoTask();
static void TaskEntry(void* arg);
};

162
main/ugv_io_mpu.cc

@ -3,9 +3,9 @@ @@ -3,9 +3,9 @@
#include <driver/uart.h>
#include <esp_log.h>
#include <math.h>
#include <cmath>
constexpr float M_PI = atanf(1.f) * 4;
constexpr float M_PI = 3.1415926535897932384626433832795;
#include "MPU.hpp"
#include "i2c_mutex.h"
@ -14,18 +14,28 @@ constexpr float M_PI = atanf(1.f) * 4; @@ -14,18 +14,28 @@ constexpr float M_PI = atanf(1.f) * 4;
namespace ugv {
namespace io {
static constexpr gpio_num_t MPU_SDA = GPIO_NUM_5;
static constexpr gpio_num_t MPU_SCL = GPIO_NUM_4;
static constexpr mpud::accel_fs_t MPU_ACCEL_FS = mpud::ACCEL_FS_2G;
static constexpr mpud::gyro_fs_t MPU_GYRO_FS = mpud::GYRO_FS_500DPS;
static constexpr float MPU_MAG_TO_FLUX = (4912.f) / (32760.f);
static constexpr gpio_num_t MPU_SDA = GPIO_NUM_5;
static constexpr gpio_num_t MPU_SCL = GPIO_NUM_4;
static constexpr mpud::accel_fs_t MPU_ACCEL_FS = mpud::ACCEL_FS_2G;
static constexpr mpud::gyro_fs_t MPU_GYRO_FS = mpud::GYRO_FS_500DPS;
static constexpr float MPU_MAG_TO_FLUX = (4912.f) / (32760.f);
static const Vec3f ACCEL_OFFSET = {0., 0., 0.};
static const Mat3f ACCEL_MAT = {1., 0., 0., 0., 1., 0., 0., 0., 1.};
static const Vec3f MAG_OFFSET = {-7.79683, 3.6735, 32.3868};
static const Mat3f MAG_MAT = {0., -0.0281408, 0., -0.0284409, 0., 0., 0., 0., 0.0261544};
static const Mat3f GYRO_MAT = {1., 0., 0., 0., 1., 0., 0., 0., 1.};
static const Vec3f GYRO_OFFSET = {0., 0., 0.};
static const Mat3f ACCEL_MAT = {1., 0., 0., 0., 1., 0., 0., 0., 1.};
//static const Vec3f MAG_OFFSET = {76.6938, 11.5453, 64.3988};
//static const Vec3f MAG_OFFSET = {62.3746, 9.89597,39.9587};
static const Vec3f MAG_OFFSET = {70.8462, 19.7919, 64.0239};
//static const Vec3f MAG_OFFSET = {0, 0, 0,};
//static const Mat3f MAG_MAT = {0., -0.0305935, 0., 0.0294454, 0.,
// 0., 0., 0., 0.0289344};
// static const Mat3f MAG_MAT = {0., -0.034202, 0.,0.028624, 0., 0., 0., 0., 0.0276165};
//static const Mat3f MAG_MAT = {0., -0.028624, 0.,0.034202, 0., 0., 0., 0., 0.0276165};
static const Mat3f MAG_MAT = {0., -0.0279054, 0., 0.0272776, 0., 0., 0., 0., 0.0259509};
//static const Mat3f MAG_MAT = {1, 0, 0, 0, 1, 0, 0, 0, 1};
//static const Vec3f GYRO_OFFSET = {-2.01854, -2.62769, -0.30177};
static const Vec3f GYRO_OFFSET = {-1.99247, -2.48463, 0.294875};
//static const Vec3f GYRO_OFFSET = {0, 0, 0};
static const Mat3f GYRO_MAT = {1., 0., 0., 0., 1., 0., 0., 0., -1.};
static const char *TAG = "ugv_io_mpu";
@ -39,11 +49,42 @@ MPU::MPU() : mpu_(nullptr) {} @@ -39,11 +49,42 @@ MPU::MPU() : mpu_(nullptr) {}
MPU::~MPU() { delete mpu_; }
void MPU::Init() {
mutex_ = xSemaphoreCreateMutex();
BaseType_t xRet = xTaskCreate(MPU::TaskEntry, "ugv_io_mpu", 8 * 1024, this, 3,
&this->task_);
if (xRet != pdTRUE) {
ESP_LOGE(TAG, "error creating MPU task");
return;
}
}
void MPU::Calibrate() {
mpud::raw_axes_t accel_offset, gyro_offset;
mpu_->computeOffsets(&accel_offset, &gyro_offset);
mpu_->setAccelOffset(accel_offset);
mpu_->setGyroOffset(gyro_offset);
{
auto ao = mpud::math::accelGravity(accel_offset, mpud::ACCEL_FS_2G);
auto go = mpud::math::gyroDegPerSec(gyro_offset, mpud::GYRO_FS_250DPS);
ESP_LOGI(TAG, "MPU offsets: accel=(%f, %f, %f) gyro=(%f, %f, %f)", ao.x,
ao.y, ao.z, go.x, go.y, go.z);
}
}
void MPU::GetData(MpuData &data) {
xSemaphoreTake(mutex_, pdMS_TO_TICKS(10));
data = last_data_;
last_data_.gyro_rate = {0, 0, 0};
xSemaphoreGive(mutex_);
}
bool MPU::Initialize() {
xSemaphoreTake(i2c_mutex, portMAX_DELAY);
mpu_bus_ = &i2c1;
mpu_bus_ = &i2c0;
// This is shared with the oled, so just use those pins
mpu_bus_->setTimeout(10);
mpu_bus_->begin(MPU_SDA, MPU_SCL, 100000);
mpu_bus_->begin(MPU_SDA, MPU_SCL, GPIO_PULLUP_DISABLE, GPIO_PULLUP_DISABLE, 400000);
mpu_ = new mpud::MPU(*mpu_bus_);
esp_err_t ret;
@ -70,7 +111,7 @@ void MPU::Init() { @@ -70,7 +111,7 @@ void MPU::Init() {
break;
}
if (tries == 5) {
return;
return false;
}
// Calibrate();
mpu_->setAccelFullScale(MPU_ACCEL_FS);
@ -80,51 +121,62 @@ void MPU::Init() { @@ -80,51 +121,62 @@ void MPU::Init() {
xSemaphoreGive(i2c_mutex);
ESP_LOGI(TAG, "MPU initialized");
return true;
}
void MPU::Calibrate() {
mpud::raw_axes_t accel_offset, gyro_offset;
mpu_->computeOffsets(&accel_offset, &gyro_offset);
mpu_->setAccelOffset(accel_offset);
mpu_->setGyroOffset(gyro_offset);
{
auto ao = mpud::math::accelGravity(accel_offset, mpud::ACCEL_FS_2G);
auto go = mpud::math::gyroDegPerSec(gyro_offset, mpud::GYRO_FS_250DPS);
ESP_LOGI(TAG, "MPU offsets: accel=(%f, %f, %f) gyro=(%f, %f, %f)", ao.x,
ao.y, ao.z, go.x, go.y, go.z);
}
}
void MPU::GetData(MpuData &data) {
void MPU::DoTask() {
ESP_LOGI(TAG, "MPU task start");
mpud::raw_axes_t accel_, gyro_, mag_;
esp_err_t ret;
xSemaphoreTake(i2c_mutex, portMAX_DELAY);
ret = mpu_->motion(&accel_, &gyro_);
if (ret != ESP_OK) {
ESP_LOGE(TAG, "error reading MPU: %#x", ret);
MpuData data;
if (!Initialize()) {
return;
}
uint8_t compass_data[7];
mpu_->setAuxI2CBypass(true);
ret = mpu_bus_->readBytes(mpud::COMPASS_I2CADDRESS, 0x03, 7, compass_data);
if (ret != ESP_OK) {
ESP_LOGE(TAG, "error reading MPU compass: %#x", ret);
while (true) {
xSemaphoreTake(i2c_mutex, portMAX_DELAY);
ret = mpu_->motion(&accel_, &gyro_);
if (ret != ESP_OK) {
ESP_LOGE(TAG, "error reading MPU: %#x", ret);
xSemaphoreGive(i2c_mutex);
continue;
}
uint8_t compass_data[7];
mpu_->setAuxI2CBypass(true);
ret = mpu_bus_->readBytes(mpud::COMPASS_I2CADDRESS, 0x03, 7, compass_data);
if (ret != ESP_OK) {
ESP_LOGE(TAG, "error reading MPU compass: %#x", ret);
xSemaphoreGive(i2c_mutex);
continue;
}
mpu_->setAuxI2CBypass(false);
xSemaphoreGive(i2c_mutex);
int16_t mx = (static_cast<int16_t>(compass_data[1]) << 8) |
static_cast<int16_t>(compass_data[0]);
int16_t my = (static_cast<int16_t>(compass_data[3]) << 8) |
static_cast<int16_t>(compass_data[2]);
int16_t mz = (static_cast<int16_t>(compass_data[5]) << 8) |
static_cast<int16_t>(compass_data[4]);
// ESP_LOGV(TAG, "compass: %d, %d, %d", mx, my, mz);
data.accel = mpud::accelGravity(accel_, MPU_ACCEL_FS);
data.accel = ACCEL_MAT * (data.accel + ACCEL_OFFSET);
data.gyro_rate = mpud::gyroDegPerSec(gyro_, MPU_GYRO_FS);
data.gyro_rate = GYRO_MAT * (data.gyro_rate + GYRO_OFFSET);
data.mag.x = ((float)mx) * MPU_MAG_TO_FLUX;
data.mag.y = ((float)my) * MPU_MAG_TO_FLUX;
data.mag.z = ((float)mz) * MPU_MAG_TO_FLUX;
data.mag = MAG_MAT * (data.mag + MAG_OFFSET);
xSemaphoreTake(mutex_, pdMS_TO_TICKS(100));
last_data_ = data;
xSemaphoreGive(mutex_);
}
mpu_->setAuxI2CBypass(false);
xSemaphoreGive(i2c_mutex);
int16_t mx = (static_cast<int16_t>(compass_data[1]) << 8) |
static_cast<int16_t>(compass_data[0]);
int16_t my = (static_cast<int16_t>(compass_data[3]) << 8) |
static_cast<int16_t>(compass_data[2]);
int16_t mz = (static_cast<int16_t>(compass_data[5]) << 8) |
static_cast<int16_t>(compass_data[4]);
// ESP_LOGV(TAG, "compass: %d, %d, %d", mx, my, mz);
data.accel = mpud::accelGravity(accel_, MPU_ACCEL_FS);
data.accel = ACCEL_MAT * (data.accel + ACCEL_OFFSET);
data.gyro_rate = mpud::gyroDegPerSec(gyro_, MPU_GYRO_FS);
data.gyro_rate = GYRO_MAT * (data.gyro_rate + GYRO_OFFSET);
data.mag.x = ((float)mx) * MPU_MAG_TO_FLUX;
data.mag.y = ((float)my) * MPU_MAG_TO_FLUX;
data.mag.z = ((float)mz) * MPU_MAG_TO_FLUX;
data.mag = MAG_MAT * (data.mag + MAG_OFFSET);
}
void MPU::TaskEntry(void *arg) {
MPU *mpu = (MPU *)arg;
mpu->DoTask();
vTaskDelete(NULL);
}
}; // namespace io

64
main/ugv_io_mpu.hh

@ -15,6 +15,15 @@ struct Vec3f { @@ -15,6 +15,15 @@ struct Vec3f {
Vec3f(float x, float y, float z);
Vec3f(const mpud::float_axes_t& axes);
Vec3f operator*(float s) const { return {s * x, s * y, s * z}; }
Vec3f& operator*=(float s) {
x *= s;
y *= s;
z *= s;
return *this;
}
Vec3f operator+(const Vec3f& a) const { return {x + a.x, y + a.y, z + a.z}; }
Vec3f& operator+=(const Vec3f& a) {
@ -23,17 +32,50 @@ struct Vec3f { @@ -23,17 +32,50 @@ struct Vec3f {
z += a.z;
return *this;
}
Vec3f operator-(const Vec3f& a) const { return {x - a.x, y - a.y, z - a.z}; }
Vec3f& operator-=(const Vec3f& a) {
x -= a.x;
y -= a.y;
z -= a.z;
return *this;
}
float dot(const Vec3f& v) const { return x * v.x + y * v.y + z * v.z; }
float norm2() const { return x * x + y * y + z * z; }
};
struct Mat3f {
float xx, xy, xz;
float yx, yy, yz;
float zx, zy, zz;
union {
Vec3f rx;
float xx, xy, xz;
};
union {
Vec3f ry;
float yx, yy, yz;
};
union {
Vec3f rz;
float zx, zy, zz;
};
Mat3f(Vec3f rx_, Vec3f ry_, Vec3f rz_) : rx(rx_), ry(ry_), rz(rz_) {}
Mat3f(float xx, float xy, float xz, float yx, float yy, float yz, float zx,
float zy, float zz)
: rx(xx, xy, xz), ry(yx, yy, yz), rz(zx, zy, zz) {}
Vec3f operator*(const Vec3f& v) const {
return {xx * v.x + xy * v.y + xz * v.z,
yx * v.x + yy * v.y + yz * v.z,
zx * v.x + zy * v.y + zz * v.z};
return {rx.dot(v), ry.dot(v), rz.dot(v)};
}
Mat3f transpose() const { return {xx, yx, zx, xy, yy, zy, xz, yz, zz}; }
Mat3f operator*(const Mat3f& m) const {
Mat3f mt = m.transpose();
return {mt * rx, mt * ry, mt * rz};
}
};
@ -58,8 +100,14 @@ class MPU { @@ -58,8 +100,14 @@ class MPU {
private:
mpud::mpu_bus_t* mpu_bus_;
mpud::MPU* mpu_;
mpud::raw_axes_t accel_, gyro_, mag_;
mpud::MPU* mpu_;
TaskHandle_t task_;
SemaphoreHandle_t mutex_;
MpuData last_data_;
void DoTask();
bool Initialize();
static void TaskEntry(void* arg);
};
} // namespace io

219
main/ugv_main.cc

@ -1,222 +1,11 @@ @@ -1,222 +1,11 @@
#include <esp_log.h>
#include <esp_timer.h>
#include "MadgwickAHRS.h"
#include "i2c_mutex.h"
#include "ugv_comms.hh"
#include "ugv_display.hh"
#include "ugv_io.hh"
#include <math.h>
namespace ugv {
using ugv::comms::CommsClass;
using ugv::comms::messages::UGV_State;
using ugv::io::IOClass;
static const char *TAG = "ugv_main";
#include "ugv.hh"
extern "C" {
SemaphoreHandle_t i2c_mutex;
}
constexpr uint64_t LOOP_PERIOD_US = 1e6 / 100;
static const float PI =
3.1415926535897932384626433832795028841971693993751058209749445923078164062;
extern "C" void OnTimeout(void *arg);
void UpdateLocationFromGPS(comms::messages::Location &location,
const io::GpsData & gps_data) {
location.set_fix_quality(gps_data.fix_quality);
location.set_latitude(gps_data.latitude);
location.set_longitude(gps_data.longitude);
location.set_altitude(gps_data.altitude);
extern "C" void app_main() {
i2c_mutex = xSemaphoreCreateMutex();
ugv::Start();
}
static const float RAD_PER_DEG = PI / 180.f;
// Radius of earth in meters
static const float EARTH_RAD = 6372795.f;
static const float DRIVE_POWER = 0.5;
static const float ANGLE_P = 0.02;
static const float MIN_DIST = 10.0;
struct LatLong {
public:
float latitude;
float longitude;
inline LatLong(double latitude_, double longitude_)
: latitude(latitude_), longitude(longitude_) {}
/**
* Return distance from this LatLong to target, in meters
*/
float distance_to(const LatLong &target) const {
float lat1 = latitude * RAD_PER_DEG;
float lat2 = target.latitude * RAD_PER_DEG;
float long1 = longitude * RAD_PER_DEG;
float long2 = target.longitude * RAD_PER_DEG;
float clat1 = cosf(lat1);
float clat2 = cosf(lat2);
float a = powf(sinf((long2 - long1) / 2.f), 2.f) * clat1 * clat2 +
powf(sinf((lat2 - lat1) / 2.f), 2.f);
float d_over_r = 2 * atan2f(sqrtf(a), sqrtf(1 - a));
return d_over_r * EARTH_RAD;
}
float bearing_toward(const LatLong &target) const {
float dlong = (target.longitude - longitude) * RAD_PER_DEG;
float sdlong = sinf(dlong);
float cdlong = cosf(dlong);
float lat1 = latitude * RAD_PER_DEG;
float lat2 = target.latitude * RAD_PER_DEG;
float slat1 = sinf(lat1);
float clat1 = cosf(lat1);
float slat2 = sinf(lat2);
float clat2 = cosf(lat2);
float num = sdlong * clat2;
float denom = (clat1 * slat2) - (slat1 * clat2 * cdlong);
float course = atan2f(num, denom);
if (course < 0.0) {
course += 2 * PI;
}
return course / RAD_PER_DEG;
}
};
struct State {
public:
CommsClass * comms;
IOClass * io;
DisplayClass * display;
esp_timer_handle_t timer_handle;
io::Inputs inputs;
io::Outputs outputs;
int64_t last_print;
Madgwick ahrs_;
LatLong target;
State() : target{34.069022, -118.443067} {
comms = new CommsClass();
io = new IOClass();
display = new DisplayClass(comms);
}
void Init() {
esp_timer_init();
i2c_mutex = xSemaphoreCreateMutex();
ahrs_.begin(1000000.f /
static_cast<float>(LOOP_PERIOD_US)); // rough sample frequency
comms->Init();
display->Init();
io->Init();
esp_timer_create_args_t timer_args;
timer_args.callback = OnTimeout;
timer_args.arg = this;
timer_args.dispatch_method = ESP_TIMER_TASK;
timer_args.name = "ugv_main_loop";
esp_timer_create(&timer_args, &this->timer_handle);
esp_timer_start_periodic(timer_handle, LOOP_PERIOD_US);
last_print = 0;
}
void OnTick() {
ESP_LOGV(TAG, "OnTick");
int64_t time_us = esp_timer_get_time();
float time_s = ((float)time_us) / 1e6;
io->ReadInputs(inputs);
{
io::Vec3f &g = inputs.mpu.gyro_rate, &a = inputs.mpu.accel,
&m = inputs.mpu.mag;
ahrs_.update(g.x, g.y, g.z, a.x, a.y, a.z, m.x, m.y, m.z);
}
if (time_us >= last_print + 50 * 1000) { // 1s
ESP_LOGD(TAG,
"inputs: acc=(%f, %f, %f) gyro=(%f, %f, %f) mag=(%f, %f, %f)",
inputs.mpu.accel.x, inputs.mpu.accel.y, inputs.mpu.accel.z,
inputs.mpu.gyro_rate.x, inputs.mpu.gyro_rate.y,
inputs.mpu.gyro_rate.z, inputs.mpu.mag.x, inputs.mpu.mag.y,
inputs.mpu.mag.z);
ESP_LOGD(TAG, "ahrs: yaw=%f, pitch=%f, roll=%f", ahrs_.getYaw(),
ahrs_.getPitch(), ahrs_.getRoll());
last_print = time_us;
}
comms->Lock();
UpdateLocationFromGPS(comms->location, inputs.gps);
UGV_State ugv_state = comms->ugv_state;
comms->Unlock();
switch (ugv_state) {
default:
ESP_LOGW(TAG, "unhandled state: %d", ugv_state);
// fall through
case UGV_State::STATE_IDLE:
case UGV_State::STATE_FINISHED:
outputs.left_motor = 0.0;
outputs.right_motor = 0.0;
break;
case UGV_State::STATE_AQUIRING: {
TickType_t current_tick = xTaskGetTickCount();
TickType_t ticks_since_gps = current_tick - inputs.gps.last_update;
bool not_old = ticks_since_gps <= pdMS_TO_TICKS(2000);
bool not_invalid = inputs.gps.fix_quality != io::GPS_FIX_INVALID;
outputs.left_motor = 0.0;
outputs.right_motor = 0.0;
if (not_old && not_invalid) {
comms->ugv_state = UGV_State::STATE_DRIVING;
}
break;
}
case UGV_State::STATE_DRIVING: {
LatLong current_pos = {inputs.gps.latitude, inputs.gps.longitude};
float tgt_dist = current_pos.distance_to(target);
if (tgt_dist <= MIN_DIST) {
ESP_LOGI(TAG, "Finished driving to target");
comms->ugv_state = UGV_State::STATE_FINISHED;
break;
}
float tgt_bearing = current_pos.bearing_toward(target);
float cur_bearing = ahrs_.getYaw();
float angle_delta = tgt_bearing - cur_bearing;
if (angle_delta < 180.f) angle_delta += 360.f;
if (angle_delta > 180.f) angle_delta -= 360.f;
float angle_pwr = angle_delta * ANGLE_P;
outputs.left_motor = DRIVE_POWER + angle_pwr;
outputs.right_motor = DRIVE_POWER - angle_pwr;
break;
}
case UGV_State::STATE_TEST:
outputs.left_motor = sinf(time_s * PI);
outputs.right_motor = cosf(time_s * PI);
break;
}
io->WriteOutputs(outputs);
}
};
extern "C" void OnTimeout(void *arg) {
State *state = (State *)arg;
state->OnTick();
}
State *state;
void Setup(void) {
ESP_LOGI(TAG, "Starting UAS UGV");
state = new State();
state->Init();
ESP_LOGI(TAG, "Setup finished");
}
} // namespace ugv
extern "C" void app_main() { ugv::Setup(); }

12
tools/config.yml

@ -0,0 +1,12 @@ @@ -0,0 +1,12 @@
REVISION: 1
angle_pid:
kp: 0.04
ki: 0.00 #0001
kd: 0.4
max_output: 0.4
max_i_error: 15.0
min_target_dist: 1.0
min_flip_pitch: 90.0
drive_power: 0.3
mag_declination: 11.5

43
tools/config2c.py

@ -0,0 +1,43 @@ @@ -0,0 +1,43 @@
#!/usr/bin/env python3
import config_pb2
import yaml
def dict2pb(d, pb):
for key in d:
val = d[key]
if isinstance(val, dict):
dict2pb(val, getattr(pb, key))
else:
setattr(pb, key, val)
def main():
with open('./tools/config.yml', 'r') as configfile:
config = yaml.load(configfile)
if 'REVISION' in config:
config_rev = config['REVISION']
del config['REVISION']
else:
config_rev = 1
confpb = config_pb2.Config()
dict2pb(config, confpb)
pbdata = confpb.SerializeToString()
pbdataarry = ','.join([str(int(b)) for b in pbdata])
cfile = """#include <stdint.h>
uint8_t CONFIG_DATA[] = {%s};
size_t CONFIG_DATA_LEN = %s;
int CONFIG_REV = %s;""" % (pbdataarry, len(pbdata), int(config_rev))
print(cfile)
if __name__ == "__main__":
main()

167
tools/config_pb2.py

@ -0,0 +1,167 @@ @@ -0,0 +1,167 @@
# -*- coding: utf-8 -*-
# Generated by the protocol buffer compiler. DO NOT EDIT!
# source: config.proto
import sys
_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1'))
from google.protobuf import descriptor as _descriptor
from google.protobuf import message as _message
from google.protobuf import reflection as _reflection
from google.protobuf import symbol_database as _symbol_database
# @@protoc_insertion_point(imports)
_sym_db = _symbol_database.Default()
DESCRIPTOR = _descriptor.FileDescriptor(
name='config.proto',
package='ugv.config',
syntax='proto3',
serialized_options=_b('H\003'),
serialized_pb=_b('\n\x0c\x63onfig.proto\x12\nugv.config\"X\n\tPidParams\x12\n\n\x02kp\x18\x01 \x01(\x02\x12\n\n\x02ki\x18\x02 \x01(\x02\x12\n\n\x02kd\x18\x03 \x01(\x02\x12\x12\n\nmax_output\x18\x04 \x01(\x02\x12\x13\n\x0bmax_i_error\x18\x05 \x01(\x02\"\x91\x01\n\x06\x43onfig\x12\x17\n\x0fmin_target_dist\x18\x01 \x01(\x02\x12\x13\n\x0b\x64rive_power\x18\x02 \x01(\x02\x12(\n\tangle_pid\x18\x03 \x01(\x0b\x32\x15.ugv.config.PidParams\x12\x16\n\x0emin_flip_pitch\x18\x04 \x01(\x02\x12\x17\n\x0fmag_declination\x18\x05 \x01(\x02\x42\x02H\x03\x62\x06proto3')
)
_PIDPARAMS = _descriptor.Descriptor(
name='PidParams',
full_name='ugv.config.PidParams',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='kp', full_name='ugv.config.PidParams.kp', index=0,
number=1, type=2, cpp_type=6, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='ki', full_name='ugv.config.PidParams.ki', index=1,
number=2, type=2, cpp_type=6, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='kd', full_name='ugv.config.PidParams.kd', index=2,
number=3, type=2, cpp_type=6, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='max_output', full_name='ugv.config.PidParams.max_output', index=3,
number=4, type=2, cpp_type=6, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='max_i_error', full_name='ugv.config.PidParams.max_i_error', index=4,
number=5, type=2, cpp_type=6, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
],
extensions=[
],
nested_types=[],
enum_types=[
],
serialized_options=None,
is_extendable=False,
syntax='proto3',
extension_ranges=[],
oneofs=[
],
serialized_start=28,
serialized_end=116,
)
_CONFIG = _descriptor.Descriptor(
name='Config',
full_name='ugv.config.Config',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='min_target_dist', full_name='ugv.config.Config.min_target_dist', index=0,
number=1, type=2, cpp_type=6, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='drive_power', full_name='ugv.config.Config.drive_power', index=1,
number=2, type=2, cpp_type=6, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='angle_pid', full_name='ugv.config.Config.angle_pid', index=2,
number=3, type=11, cpp_type=10, label=1,
has_default_value=False, default_value=None,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='min_flip_pitch', full_name='ugv.config.Config.min_flip_pitch', index=3,
number=4, type=2, cpp_type=6, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='mag_declination', full_name='ugv.config.Config.mag_declination', index=4,
number=5, type=2, cpp_type=6, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
],
extensions=[
],
nested_types=[],
enum_types=[
],
serialized_options=None,
is_extendable=False,
syntax='proto3',
extension_ranges=[],
oneofs=[
],
serialized_start=119,
serialized_end=264,
)
_CONFIG.fields_by_name['angle_pid'].message_type = _PIDPARAMS
DESCRIPTOR.message_types_by_name['PidParams'] = _PIDPARAMS
DESCRIPTOR.message_types_by_name['Config'] = _CONFIG
_sym_db.RegisterFileDescriptor(DESCRIPTOR)
PidParams = _reflection.GeneratedProtocolMessageType('PidParams', (_message.Message,), dict(
DESCRIPTOR = _PIDPARAMS,
__module__ = 'config_pb2'
# @@protoc_insertion_point(class_scope:ugv.config.PidParams)
))
_sym_db.RegisterMessage(PidParams)
Config = _reflection.GeneratedProtocolMessageType('Config', (_message.Message,), dict(
DESCRIPTOR = _CONFIG,
__module__ = 'config_pb2'
# @@protoc_insertion_point(class_scope:ugv.config.Config)
))
_sym_db.RegisterMessage(Config)
DESCRIPTOR._options = None
# @@protoc_insertion_point(module_scope)

0
e32_client/e32.py → tools/e32.py

562
tools/messages_pb2.py

@ -0,0 +1,562 @@ @@ -0,0 +1,562 @@
# -*- coding: utf-8 -*-
# Generated by the protocol buffer compiler. DO NOT EDIT!
# source: messages.proto
import sys
_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1'))
from google.protobuf.internal import enum_type_wrapper
from google.protobuf import descriptor as _descriptor
from google.protobuf import message as _message
from google.protobuf import reflection as _reflection
from google.protobuf import symbol_database as _symbol_database
# @@protoc_insertion_point(imports)
_sym_db = _symbol_database.Default()
import config_pb2 as config__pb2
from config_pb2 import *
DESCRIPTOR = _descriptor.FileDescriptor(
name='messages.proto',
package='ugv.messages',
syntax='proto3',
serialized_options=_b('H\003'),
serialized_pb=_b('\n\x0emessages.proto\x12\x0cugv.messages\x1a\x0c\x63onfig.proto\"5\n\x0eTargetLocation\x12\x10\n\x08latitude\x18\x01 \x01(\x02\x12\x11\n\tlongitude\x18\x02 \x01(\x02\"V\n\x08Location\x12\x13\n\x0b\x66ix_quality\x18\x01 \x01(\r\x12\x10\n\x08latitude\x18\x02 \x01(\x02\x12\x11\n\tlongitude\x18\x03 \x01(\x02\x12\x10\n\x08\x61ltitude\x18\x04 \x01(\x02\"\xac\x01\n\nUGV_Status\x12&\n\x05state\x18\x01 \x01(\x0e\x32\x17.ugv.messages.UGV_State\x12(\n\x08location\x18\x02 \x01(\x0b\x32\x16.ugv.messages.Location\x12\x11\n\tyaw_angle\x18\x03 \x01(\x02\x12\x13\n\x0bpitch_angle\x18\x04 \x01(\x02\x12\x12\n\nroll_angle\x18\x05 \x01(\x02\x12\x10\n\x08is_still\x18\x06 \x01(\x08\"_\n\x0bUGV_Message\x12*\n\x06status\x18\x01 \x01(\x0b\x32\x18.ugv.messages.UGV_StatusH\x00\x12\x15\n\x0b\x63ommand_ack\x18\x02 \x01(\rH\x00\x42\r\n\x0bugv_message\"2\n\x10\x44riveHeadingData\x12\x0f\n\x07heading\x18\x01 \x01(\x02\x12\r\n\x05power\x18\x02 \x01(\x02\"\xea\x01\n\rGroundCommand\x12\n\n\x02id\x18\x01 \x01(\r\x12-\n\x04type\x18\x02 \x01(\x0e\x32\x1f.ugv.messages.GroundCommandType\x12\x37\n\rdrive_heading\x18\x03 \x01(\x0b\x32\x1e.ugv.messages.DriveHeadingDataH\x00\x12\x37\n\x0ftarget_location\x18\x04 \x01(\x0b\x32\x1c.ugv.messages.TargetLocationH\x00\x12$\n\x06\x63onfig\x18\x05 \x01(\x0b\x32\x12.ugv.config.ConfigH\x00\x42\x06\n\x04\x64\x61ta\"Q\n\rGroundMessage\x12.\n\x07\x63ommand\x18\x01 \x01(\x0b\x32\x1b.ugv.messages.GroundCommandH\x00\x42\x10\n\x0eground_message*\xa6\x01\n\tUGV_State\x12\x0e\n\nSTATE_IDLE\x10\x00\x12\x12\n\x0eSTATE_AQUIRING\x10\x01\x12\x11\n\rSTATE_DRIVING\x10\x02\x12\x12\n\x0eSTATE_FINISHED\x10\x03\x12\x0e\n\nSTATE_TEST\x10\x04\x12\x12\n\x0eSTATE_FLIPPING\x10\x05\x12\x11\n\rSTATE_TURNING\x10\x06\x12\x17\n\x13STATE_DRIVE_HEADING\x10\x07*\xac\x01\n\x11GroundCommandType\x12\x0f\n\x0b\x43MD_DISABLE\x10\x00\x12\x17\n\x13\x43MD_DRIVE_TO_TARGET\x10\x01\x12\x0c\n\x08\x43MD_TEST\x10\x02\x12\x15\n\x11\x43MD_DRIVE_HEADING\x10\x03\x12\x12\n\x0e\x43MD_SET_TARGET\x10\x04\x12\x12\n\x0e\x43MD_SET_CONFIG\x10\x05\x12\x12\n\x0e\x43MD_GET_STATUS\x10\x06\x12\x0c\n\x08\x43MD_PING\x10\x07\x42\x02H\x03P\x00\x62\x06proto3')
,
dependencies=[config__pb2.DESCRIPTOR,],
public_dependencies=[config__pb2.DESCRIPTOR,])
_UGV_STATE = _descriptor.EnumDescriptor(
name='UGV_State',
full_name='ugv.messages.UGV_State',
filename=None,
file=DESCRIPTOR,
values=[
_descriptor.EnumValueDescriptor(
name='STATE_IDLE', index=0, number=0,
serialized_options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='STATE_AQUIRING', index=1, number=1,
serialized_options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='STATE_DRIVING', index=2, number=2,
serialized_options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='STATE_FINISHED', index=3, number=3,
serialized_options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='STATE_TEST', index=4, number=4,
serialized_options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='STATE_FLIPPING', index=5, number=5,
serialized_options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='STATE_TURNING', index=6, number=6,
serialized_options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='STATE_DRIVE_HEADING', index=7, number=7,
serialized_options=None,
type=None),
],
containing_type=None,
serialized_options=None,
serialized_start=834,
serialized_end=1000,
)
_sym_db.RegisterEnumDescriptor(_UGV_STATE)
UGV_State = enum_type_wrapper.EnumTypeWrapper(_UGV_STATE)
_GROUNDCOMMANDTYPE = _descriptor.EnumDescriptor(
name='GroundCommandType',
full_name='ugv.messages.GroundCommandType',
filename=None,
file=DESCRIPTOR,
values=[
_descriptor.EnumValueDescriptor(
name='CMD_DISABLE', index=0, number=0,
serialized_options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='CMD_DRIVE_TO_TARGET', index=1, number=1,
serialized_options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='CMD_TEST', index=2, number=2,
serialized_options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='CMD_DRIVE_HEADING', index=3, number=3,
serialized_options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='CMD_SET_TARGET', index=4, number=4,
serialized_options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='CMD_SET_CONFIG', index=5, number=5,
serialized_options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='CMD_GET_STATUS', index=6, number=6,
serialized_options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='CMD_PING', index=7, number=7,
serialized_options=None,
type=None),
],
containing_type=None,
serialized_options=None,
serialized_start=1003,
serialized_end=1175,
)
_sym_db.RegisterEnumDescriptor(_GROUNDCOMMANDTYPE)
GroundCommandType = enum_type_wrapper.EnumTypeWrapper(_GROUNDCOMMANDTYPE)
STATE_IDLE = 0
STATE_AQUIRING = 1
STATE_DRIVING = 2
STATE_FINISHED = 3
STATE_TEST = 4
STATE_FLIPPING = 5
STATE_TURNING = 6
STATE_DRIVE_HEADING = 7
CMD_DISABLE = 0
CMD_DRIVE_TO_TARGET = 1
CMD_TEST = 2
CMD_DRIVE_HEADING = 3
CMD_SET_TARGET = 4
CMD_SET_CONFIG = 5
CMD_GET_STATUS = 6
CMD_PING = 7
_TARGETLOCATION = _descriptor.Descriptor(
name='TargetLocation',
full_name='ugv.messages.TargetLocation',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='latitude', full_name='ugv.messages.TargetLocation.latitude', index=0,
number=1, type=2, cpp_type=6, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='longitude', full_name='ugv.messages.TargetLocation.longitude', index=1,
number=2, type=2, cpp_type=6, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
],
extensions=[
],
nested_types=[],
enum_types=[
],
serialized_options=None,
is_extendable=False,
syntax='proto3',
extension_ranges=[],
oneofs=[
],
serialized_start=46,
serialized_end=99,
)
_LOCATION = _descriptor.Descriptor(
name='Location',
full_name='ugv.messages.Location',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='fix_quality', full_name='ugv.messages.Location.fix_quality', index=0,
number=1, type=13, cpp_type=3, label=1,
has_default_value=False, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='latitude', full_name='ugv.messages.Location.latitude', index=1,
number=2, type=2, cpp_type=6, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='longitude', full_name='ugv.messages.Location.longitude', index=2,
number=3, type=2, cpp_type=6, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='altitude', full_name='ugv.messages.Location.altitude', index=3,
number=4, type=2, cpp_type=6, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
],
extensions=[
],
nested_types=[],
enum_types=[
],
serialized_options=None,
is_extendable=False,
syntax='proto3',
extension_ranges=[],
oneofs=[
],
serialized_start=101,
serialized_end=187,
)
_UGV_STATUS = _descriptor.Descriptor(
name='UGV_Status',
full_name='ugv.messages.UGV_Status',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='state', full_name='ugv.messages.UGV_Status.state', index=0,
number=1, type=14, cpp_type=8, label=1,
has_default_value=False, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='location', full_name='ugv.messages.UGV_Status.location', index=1,
number=2, type=11, cpp_type=10, label=1,
has_default_value=False, default_value=None,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='yaw_angle', full_name='ugv.messages.UGV_Status.yaw_angle', index=2,
number=3, type=2, cpp_type=6, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='pitch_angle', full_name='ugv.messages.UGV_Status.pitch_angle', index=3,
number=4, type=2, cpp_type=6, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='roll_angle', full_name='ugv.messages.UGV_Status.roll_angle', index=4,
number=5, type=2, cpp_type=6, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='is_still', full_name='ugv.messages.UGV_Status.is_still', index=5,
number=6, type=8, cpp_type=7, label=1,
has_default_value=False, default_value=False,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
],
extensions=[
],
nested_types=[],
enum_types=[
],
serialized_options=None,
is_extendable=False,
syntax='proto3',
extension_ranges=[],
oneofs=[
],
serialized_start=190,
serialized_end=362,
)
_UGV_MESSAGE = _descriptor.Descriptor(
name='UGV_Message',
full_name='ugv.messages.UGV_Message',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='status', full_name='ugv.messages.UGV_Message.status', index=0,
number=1, type=11, cpp_type=10, label=1,
has_default_value=False, default_value=None,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='command_ack', full_name='ugv.messages.UGV_Message.command_ack', index=1,
number=2, type=13, cpp_type=3, label=1,
has_default_value=False, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
],
extensions=[
],
nested_types=[],
enum_types=[
],
serialized_options=None,
is_extendable=False,
syntax='proto3',
extension_ranges=[],
oneofs=[
_descriptor.OneofDescriptor(
name='ugv_message', full_name='ugv.messages.UGV_Message.ugv_message',
index=0, containing_type=None, fields=[]),
],
serialized_start=364,
serialized_end=459,
)
_DRIVEHEADINGDATA = _descriptor.Descriptor(
name='DriveHeadingData',
full_name='ugv.messages.DriveHeadingData',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='heading', full_name='ugv.messages.DriveHeadingData.heading', index=0,
number=1, type=2, cpp_type=6, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='power', full_name='ugv.messages.DriveHeadingData.power', index=1,
number=2, type=2, cpp_type=6, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
],
extensions=[
],
nested_types=[],
enum_types=[
],
serialized_options=None,
is_extendable=False,
syntax='proto3',
extension_ranges=[],
oneofs=[
],
serialized_start=461,
serialized_end=511,
)
_GROUNDCOMMAND = _descriptor.Descriptor(
name='GroundCommand',
full_name='ugv.messages.GroundCommand',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='id', full_name='ugv.messages.GroundCommand.id', index=0,
number=1, type=13, cpp_type=3, label=1,
has_default_value=False, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='type', full_name='ugv.messages.GroundCommand.type', index=1,
number=2, type=14, cpp_type=8, label=1,
has_default_value=False, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='drive_heading', full_name='ugv.messages.GroundCommand.drive_heading', index=2,
number=3, type=11, cpp_type=10, label=1,
has_default_value=False, default_value=None,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='target_location', full_name='ugv.messages.GroundCommand.target_location', index=3,
number=4, type=11, cpp_type=10, label=1,
has_default_value=False, default_value=None,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='config', full_name='ugv.messages.GroundCommand.config', index=4,
number=5, type=11, cpp_type=10, label=1,
has_default_value=False, default_value=None,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
],
extensions=[
],
nested_types=[],
enum_types=[
],
serialized_options=None,
is_extendable=False,
syntax='proto3',
extension_ranges=[],
oneofs=[
_descriptor.OneofDescriptor(
name='data', full_name='ugv.messages.GroundCommand.data',
index=0, containing_type=None, fields=[]),
],
serialized_start=514,
serialized_end=748,
)
_GROUNDMESSAGE = _descriptor.Descriptor(
name='GroundMessage',
full_name='ugv.messages.GroundMessage',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='command', full_name='ugv.messages.GroundMessage.command', index=0,
number=1, type=11, cpp_type=10, label=1,
has_default_value=False, default_value=None,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
],
extensions=[
],
nested_types=[],
enum_types=[
],
serialized_options=None,
is_extendable=False,
syntax='proto3',
extension_ranges=[],
oneofs=[
_descriptor.OneofDescriptor(
name='ground_message', full_name='ugv.messages.GroundMessage.ground_message',
index=0, containing_type=None, fields=[]),
],
serialized_start=750,
serialized_end=831,
)
_UGV_STATUS.fields_by_name['state'].enum_type = _UGV_STATE
_UGV_STATUS.fields_by_name['location'].message_type = _LOCATION
_UGV_MESSAGE.fields_by_name['status'].message_type = _UGV_STATUS
_UGV_MESSAGE.oneofs_by_name['ugv_message'].fields.append(
_UGV_MESSAGE.fields_by_name['status'])
_UGV_MESSAGE.fields_by_name['status'].containing_oneof = _UGV_MESSAGE.oneofs_by_name['ugv_message']
_UGV_MESSAGE.oneofs_by_name['ugv_message'].fields.append(
_UGV_MESSAGE.fields_by_name['command_ack'])
_UGV_MESSAGE.fields_by_name['command_ack'].containing_oneof = _UGV_MESSAGE.oneofs_by_name['ugv_message']
_GROUNDCOMMAND.fields_by_name['type'].enum_type = _GROUNDCOMMANDTYPE
_GROUNDCOMMAND.fields_by_name['drive_heading'].message_type = _DRIVEHEADINGDATA
_GROUNDCOMMAND.fields_by_name['target_location'].message_type = _TARGETLOCATION
_GROUNDCOMMAND.fields_by_name['config'].message_type = config__pb2._CONFIG
_GROUNDCOMMAND.oneofs_by_name['data'].fields.append(
_GROUNDCOMMAND.fields_by_name['drive_heading'])
_GROUNDCOMMAND.fields_by_name['drive_heading'].containing_oneof = _GROUNDCOMMAND.oneofs_by_name['data']
_GROUNDCOMMAND.oneofs_by_name['data'].fields.append(
_GROUNDCOMMAND.fields_by_name['target_location'])
_GROUNDCOMMAND.fields_by_name['target_location'].containing_oneof = _GROUNDCOMMAND.oneofs_by_name['data']
_GROUNDCOMMAND.oneofs_by_name['data'].fields.append(
_GROUNDCOMMAND.fields_by_name['config'])
_GROUNDCOMMAND.fields_by_name['config'].containing_oneof = _GROUNDCOMMAND.oneofs_by_name['data']
_GROUNDMESSAGE.fields_by_name['command'].message_type = _GROUNDCOMMAND
_GROUNDMESSAGE.oneofs_by_name['ground_message'].fields.append(
_GROUNDMESSAGE.fields_by_name['command'])
_GROUNDMESSAGE.fields_by_name['command'].containing_oneof = _GROUNDMESSAGE.oneofs_by_name['ground_message']
DESCRIPTOR.message_types_by_name['TargetLocation'] = _TARGETLOCATION
DESCRIPTOR.message_types_by_name['Location'] = _LOCATION
DESCRIPTOR.message_types_by_name['UGV_Status'] = _UGV_STATUS
DESCRIPTOR.message_types_by_name['UGV_Message'] = _UGV_MESSAGE
DESCRIPTOR.message_types_by_name['DriveHeadingData'] = _DRIVEHEADINGDATA
DESCRIPTOR.message_types_by_name['GroundCommand'] = _GROUNDCOMMAND
DESCRIPTOR.message_types_by_name['GroundMessage'] = _GROUNDMESSAGE
DESCRIPTOR.enum_types_by_name['UGV_State'] = _UGV_STATE
DESCRIPTOR.enum_types_by_name['GroundCommandType'] = _GROUNDCOMMANDTYPE
_sym_db.RegisterFileDescriptor(DESCRIPTOR)
TargetLocation = _reflection.GeneratedProtocolMessageType('TargetLocation', (_message.Message,), dict(
DESCRIPTOR = _TARGETLOCATION,
__module__ = 'messages_pb2'
# @@protoc_insertion_point(class_scope:ugv.messages.TargetLocation)
))
_sym_db.RegisterMessage(TargetLocation)
Location = _reflection.GeneratedProtocolMessageType('Location', (_message.Message,), dict(
DESCRIPTOR = _LOCATION,
__module__ = 'messages_pb2'
# @@protoc_insertion_point(class_scope:ugv.messages.Location)
))
_sym_db.RegisterMessage(Location)
UGV_Status = _reflection.GeneratedProtocolMessageType('UGV_Status', (_message.Message,), dict(
DESCRIPTOR = _UGV_STATUS,
__module__ = 'messages_pb2'
# @@protoc_insertion_point(class_scope:ugv.messages.UGV_Status)
))
_sym_db.RegisterMessage(UGV_Status)
UGV_Message = _reflection.GeneratedProtocolMessageType('UGV_Message', (_message.Message,), dict(
DESCRIPTOR = _UGV_MESSAGE,
__module__ = 'messages_pb2'
# @@protoc_insertion_point(class_scope:ugv.messages.UGV_Message)
))
_sym_db.RegisterMessage(UGV_Message)
DriveHeadingData = _reflection.GeneratedProtocolMessageType('DriveHeadingData', (_message.Message,), dict(
DESCRIPTOR = _DRIVEHEADINGDATA,
__module__ = 'messages_pb2'
# @@protoc_insertion_point(class_scope:ugv.messages.DriveHeadingData)
))
_sym_db.RegisterMessage(DriveHeadingData)
GroundCommand = _reflection.GeneratedProtocolMessageType('GroundCommand', (_message.Message,), dict(
DESCRIPTOR = _GROUNDCOMMAND,
__module__ = 'messages_pb2'
# @@protoc_insertion_point(class_scope:ugv.messages.GroundCommand)
))
_sym_db.RegisterMessage(GroundCommand)
GroundMessage = _reflection.GeneratedProtocolMessageType('GroundMessage', (_message.Message,), dict(
DESCRIPTOR = _GROUNDMESSAGE,
__module__ = 'messages_pb2'
# @@protoc_insertion_point(class_scope:ugv.messages.GroundMessage)
))
_sym_db.RegisterMessage(GroundMessage)
DESCRIPTOR._options = None
# @@protoc_insertion_point(module_scope)

14
tools/requirements.txt

@ -0,0 +1,14 @@ @@ -0,0 +1,14 @@
certifi==2019.3.9
chardet==3.0.4
idna==2.8
netifaces==0.10.6
protobuf==3.7.1
PyCRC==1.21
pyserial==3.4
python-engineio==3.5.2
python-socketio==4.0.2
PyYAML==5.1
requests==2.22.0
six==1.12.0
urllib3==1.25.3
websocket-client==0.56.0

205
tools/ugv.py

@ -0,0 +1,205 @@ @@ -0,0 +1,205 @@
#!/usr/bin/env python3
import logging
import sys
import serial
import threading
from threading import Thread
import time
import binascii
from base64 import b64decode, b64encode
from PyCRC.CRC32 import CRC32
import struct
import messages_pb2 as messages
from google.protobuf.message import Message
log = logging.getLogger("ugv")
class UGVComms:
MAX_WRITE_RETRY = 5
RETRY_TIME = 1.5
def __init__(self, serial_port: serial.Serial, on_msg_received=None):
self.ser = serial_port
self.on_msg_received = on_msg_received
self.msg_acks = []
self.ack_cv = threading.Condition()
self.next_command_id = 1
self.last_status = None
self.last_status_time = None
self.rx_thread = None
self.is_running = False
self.log_file = None
def write_base64(self, data: bytes):
crc = CRC32().calculate(data)
data_with_checksum = bytearray(data)
data_with_checksum.extend(struct.pack('<L', crc))
encoded = b64encode(data_with_checksum)
self.ser.write(encoded)
self.ser.write(b'\n')
def write_message(self, msg: Message):
log.debug("writing message: %s", msg)
data = msg.SerializeToString()
self.write_base64(data)
def write_command(self, command, retry=True):
cmdid = self.next_command_id
self.next_command_id += 1
gmsg = messages.GroundMessage()
if type(command) is int:
gmsg.command.type = command
else:
gmsg.command.CopyFrom(command)
gmsg.command.id = cmdid
self.write_message(gmsg)
last_write_time = time.time()
if not retry:
return
tries = UGVComms.MAX_WRITE_RETRY
with self.ack_cv:
while tries > 0:
if cmdid in self.msg_acks:
self.msg_acks.remove(cmdid)
log.debug("received ack for command")
return
time_left = time.time() - last_write_time
if time_left >= self.RETRY_TIME:
log.warning("retry writing command")
self.write_message(gmsg)
last_write_time = time.time()
tries -= 1
self.ack_cv.wait(timeout=time_left)
raise TimeoutError("Timeout waiting for command ack")
def read_message(self):
data = self.ser.read_until(terminator=b'\n')
if len(data) is 0:
return None
try:
decoded = b64decode(data, validate=True)
except binascii.Error:
log.warning("read bad data: %s", data)
self.ser.flush()
return None
if len(decoded) < 4:
log.warning('Message too short ({} bytes)'.format(len(decoded)))
return None
msgcrc, = struct.unpack('<L', decoded[-4:])
calccrc = CRC32().calculate(decoded[:-4])
if msgcrc != calccrc:
log.warning('Checksum did not match ({} != {})'.format(msgcrc, calccrc))
return None
msg = messages.UGV_Message()
msg.ParseFromString(decoded[:-4])
return msg
def process_message(self, msg: messages.UGV_Message):
if msg is None:
return
log.debug("received UGV message: %s", msg)
if self.on_msg_received:
self.on_msg_received(msg)
if self.log_file:
print('[{}] UGV_Message: {}'.format(time.strftime('%Y-%b-%d %H:%M:%S'), msg), file=self.log_file)
if msg.HasField("command_ack"):
with self.ack_cv:
self.msg_acks.append(msg.command_ack)
self.ack_cv.notify()
elif msg.HasField("status"):
self.last_status = msg.status
self.last_status_time = time.time()
else:
log.warning("unknown UGV message: %s", msg)
def start(self):
if self.is_running:
log.warning("RX thread already running")
return False
self.is_running = True
self.rx_thread = Thread(target=self.__rx_thread_entry, daemon=True)
self.rx_thread.start()
log.debug("started RX thread")
return True
def stop(self):
if not self.is_running:
return False
self.is_running = False
self.ser.close()
self.rx_thread.join()
return True
def save_logs(self, file):
self.log_file = open(file, mode='a')
def __rx_thread_entry(self):
try:
while self.is_running and self.ser.is_open:
try:
msg = self.read_message()
self.process_message(msg)
except serial.SerialException:
if not self.ser.is_open or not self.is_running: # port was probably just closed
return
log.error("serial error", exc_info=True)
return
except Exception:
log.error("error reading message", exc_info=True)
continue
finally:
if self.log_file:
self.log_file.close()
def main():
if len(sys.argv) >= 2:
ser_url = sys.argv[1]
else:
ser_url = "hwgrep://"
ser = serial.serial_for_url(ser_url, baudrate=9600, parity=serial.PARITY_NONE,
stopbits=serial.STOPBITS_ONE, bytesize=serial.EIGHTBITS,
timeout=0.5)
ugv = UGVComms(ser)
ugv.start()
time.sleep(0.2)
try:
cmd = messages.GroundCommand()
cmd.type = messages.CMD_SET_TARGET
cmd.target_location.latitude = 34.068415
cmd.target_location.longitude = -118.443217
# ugv.write_command(cmd)
cmd.type = messages.CMD_SET_CONFIG
cmd.config.angle_pid.kp = 0.10
cmd.config.angle_pid.ki = 0 # .00005
cmd.config.angle_pid.kd = 0.4
cmd.config.angle_pid.max_output = 0.5
cmd.config.angle_pid.max_i_error = 15.0
cmd.config.min_target_dist = 10.0
cmd.config.min_flip_pitch = 90.0
ugv.write_command(cmd)
while True:
if ugv.last_status is None or ugv.last_status.state is not messages.STATE_DRIVE_HEADING:
cmd = messages.GroundCommand()
cmd.type = messages.CMD_DRIVE_HEADING
cmd.drive_heading.heading = -115.0 - 180
cmd.drive_heading.power = 0.3
ugv.write_command(cmd)
time.sleep(2.0)
except KeyboardInterrupt:
ugv.write_command(messages.CMD_DISABLE)
log.info("exiting...")
finally:
ugv.ser.flush()
ugv.ser.close()
ugv.stop()
if __name__ == "__main__":
logging.basicConfig(format='%(asctime)s [%(name)s] %(levelname)s: %(message)s', datefmt='%Y-%b-%d %H:%M:%S')
log.setLevel(logging.DEBUG)
main()

241
tools/ugv_cmd.py

@ -0,0 +1,241 @@ @@ -0,0 +1,241 @@
#!/usr/bin/env python3
import sys
import serial
import time
import logging
import readline
import yaml
try:
from yaml import CLoader as YamlLoader, CDumper as YamlDumper
except ImportError:
from yaml import Loader as YamlLoader, Dumper as YamlDumper
import types
from ugv import UGVComms
import messages_pb2 as messages
import config_pb2
log = logging.getLogger("ugv_cmd")
def dict2pb(d, pb):
for key in d:
val = d[key]
if isinstance(val, dict):
dict2pb(val, getattr(pb, key))
else:
setattr(pb, key, val)
class CLI_CMD:
def __init__(self, func, names=[], description=""):
self.func = func
self.names = names
self.description = description
cli_commands = []
def cli_cmd(names=None, description=""):
def dec(fn: types.FunctionType):
if dec.names is None:
dec.names = [fn.__name__]
cli_commands.append(CLI_CMD(fn, dec.names, dec.description))
return fn
dec.names = names
dec.description = description
return dec
class UGV_CLI:
def __init__(self, on_msg_received=None):
self.on_msg_received = on_msg_received
self.is_running = False
self.last_state = messages.STATE_IDLE
self.commands = {
'get_status': self.get_status,
's': self.get_status,
}
self.ugv = None
pass
@cli_cmd(names=["help", "h", "?"], description="Print this help message")
def help_msg(self):
print("Commands:")
for cmd in cli_commands:
names = ", ".join(cmd.names).ljust(30, ' ')
print("{}: {}".format(names, cmd.description))
print()
@cli_cmd(names=["exit", "q", "C-d", "C-c"], description="Quit the program")
def exit(self):
self.is_running = False
@cli_cmd(names=["disable", "d"], description="Disable the UGV")
def disable(self):
self.ugv.write_command(messages.CMD_DISABLE)
@cli_cmd(names=["set_target", "st"], description="Set the target to <lat> <long>")
def set_target(self, lat=34.068415, long=-118.443217):
lat = float(lat)
long = float(long)
cmd = messages.GroundCommand()
cmd.type = messages.CMD_SET_TARGET
cmd.target_location.latitude = lat
cmd.target_location.longitude = long
self.ugv.write_command(cmd)
log.info("set target to (%f, %f)", lat, long)
@cli_cmd(names=["set_config", "sc"], description="Load configuration from config.yml and send")
def set_config(self, config_file_name="./tools/config.yml"):
with open(config_file_name, 'r') as configfile:
config = yaml.load(configfile, Loader=YamlLoader)
if 'REVISION' in config:
config_rev = config['REVISION']
del config['REVISION']
else:
config_rev = 1
cmd = messages.GroundCommand()
cmd.type = messages.CMD_SET_CONFIG
dict2pb(config, cmd.config)
self.ugv.write_command(cmd)
log.info("updated config")
@cli_cmd(names=["drive_heading", "dh"], description="Drive a <heading> with a forward <power>")
def drive_heading(self, heading=65, power=0.0):
heading = float(heading)
power = float(power)
cmd = messages.GroundCommand()
cmd.type = messages.CMD_DRIVE_HEADING
cmd.drive_heading.heading = heading
cmd.drive_heading.power = power
self.ugv.write_command(cmd)
log.info("driving heading %f at power %f", heading, power)
@cli_cmd(names=["drive_to_target", "dt"], description="Drive to the drop target")
def drive_to_target(self):
cmd = messages.GroundCommand()
cmd.type = messages.CMD_DRIVE_TO_TARGET
self.ugv.write_command(cmd)
log.info("driving to target")
@cli_cmd(names=["run_test", "rt"], description="Run test mode")
def run_test(self):
cmd = messages.GroundCommand()
cmd.type = messages.CMD_TEST
self.ugv.write_command(cmd)
log.info("running test mode")
@cli_cmd(names=["last_status", "ls", "s"], description="Print the last status of the UGV")
def last_status(self):
if self.ugv.last_status_time is None:
log.info("no status received")
else:
last_status_delay = time.time() - self.ugv.last_status_time
log.info("last status (%.4f seconds ago): %s",
last_status_delay, self.ugv.last_status)
@cli_cmd(names=["get_status", "gs"], description="Get the current status of the UGV")
def get_status(self):
cmd = messages.GroundCommand()
cmd.type = messages.CMD_GET_STATUS
self.ugv.write_command(cmd)
self.last_status()
@cli_cmd(names=["ping", "p"], description="Ping the UGV")
def ping(self):
cmd = messages.GroundCommand()
cmd.type = messages.CMD_PING
self.ugv.write_command(cmd)
print("Received ping response")
@cli_cmd(names=["save_logs", "sl"], description="Save logs to a file")
def save_logs(self, file=None):
if file is None:
file = 'ugv_log.txt'
self.ugv.save_logs(file)
print("Saving logs to {}".format(file))
@staticmethod
def find_command(name):
for cmd in cli_commands:
if name in cmd.names:
return cmd
return None
@staticmethod
def complete_command(text, state):
options = [name for cmd in cli_commands for name in cmd.names if name.startswith(text)]
if state < len(options):
return options[state]
else:
return None
def start(self):
self.is_running = True
if len(sys.argv) >= 2:
ser_url = sys.argv[1]
else:
ser_url = "hwgrep://USB"
ser = serial.serial_for_url(ser_url, baudrate=9600, parity=serial.PARITY_NONE,
stopbits=serial.STOPBITS_ONE, bytesize=serial.EIGHTBITS,
timeout=0.5)
self.ugv = UGVComms(ser, self.on_msg_received)
self.ugv.start()
def run_cli(self):
if self.ugv is None:
self.start()
readline.parse_and_bind("tab: complete")
readline.set_completer(self.complete_command)
last_line = None
try:
print("Run 'help' to find out what commands are available")
while self.is_running:
line = input("UGV> ")
if len(line) is 0 and last_line is not None:
print(last_line)
line = last_line
line_parts = line.split(' ')
if len(line_parts) is 0:
continue
cmd = self.find_command(line_parts[0])
if cmd is None:
print("Unknown command: '%s'" % line_parts[0])
continue
last_line = line
try:
cmd.func(self, *line_parts[1:])
except KeyboardInterrupt:
print("Command interrupted")
except Exception as e:
print("Error executing command: ", e)
# TODO: continuously write state
# while True:
# if self.ugv.last_status is None or self.ugv.last_status.state is not messages.STATE_DRIVE_HEADING:
except (KeyboardInterrupt, EOFError):
self.exit()
finally:
log.info("disabling UGV...")
try:
self.ugv.write_command(messages.CMD_DISABLE)
log.info("done. exiting")
except KeyboardInterrupt:
log.info("force exiting...")
self.ugv.stop()
if __name__ == "__main__":
logging.basicConfig(
format='%(asctime)s [%(name)s] %(levelname)s: %(message)s', datefmt='%Y-%b-%d %H:%M:%S')
logging.getLogger().setLevel(logging.INFO)
UGV_CLI().run_cli()

82
tools/ugv_to_ground.py

@ -0,0 +1,82 @@ @@ -0,0 +1,82 @@
#!/usr/bin/env python3
import socketio
import logging
from base64 import b64encode
from threading import Thread
import time
from ugv_cmd import UGV_CLI
import messages_pb2 as messages
from google.protobuf.message import Message
log = logging.getLogger("ugv_to_ground")
def encode_msg(msg: Message):
data = msg.SerializeToString()
return b64encode(data).decode('utf-8')
def ping_thread_entry(ugv_cli):
while ugv_cli.is_running and ugv_cli.ugv.ser.is_open:
try:
ugv_cli.get_status()
time.sleep(5.0)
except IOError as e:
log.error("Error pinging UGV: {}".format(e))
def start_ugv_to_ground():
server_ip = 'localhost'
sio = socketio.Client()
def on_msg_received(msg: messages.UGV_Message):
sio.emit('UGV_MESSAGE', encode_msg(msg), namespace='/ugv')
pass
ugv_cli = UGV_CLI(on_msg_received)
ugv_cli.start()
@sio.on('connect', namespace='/ugv')
def on_connect():
log.info("connected to ground server")
@sio.on('disconnect', namespace='/ugv')
def on_disconnect():
log.info("disconnected from ground server!")
@sio.on('SET_TARGET', namespace='/ugv')
def set_target(msg):
log.info("Setting UGV target")
try:
ugv_cli.set_target(msg['lat'], msg['lng'])
except IOError as e:
log.error("Error setting target: {}".format(e))
@sio.on('DRIVE_TO_TARGET', namespace='/ugv')
def drive_to_target():
log.info("Driving to target!")
try:
ugv_cli.drive_to_target()
except IOError as e:
log.error("Error setting target: {}".format(e))
while True:
try:
sio.connect('http://'+server_ip+':8081', namespaces=['/ugv'], transports='websocket')
break
except:
print("Can't connect to ground server. Retrying in 2 seconds...")
sio.sleep(2)
ping_thread = Thread(target=ping_thread_entry, args=(ugv_cli, ), daemon=True)
ping_thread.start()
ugv_cli.run_cli()
if __name__ == "__main__":
logging.basicConfig(format='%(asctime)s [%(name)s] %(levelname)s: %(message)s', datefmt='%Y-%b-%d %H:%M:%S')
logging.getLogger().setLevel(logging.INFO)
start_ugv_to_ground()

857
ugv2_moving.csv

@ -0,0 +1,857 @@ @@ -0,0 +1,857 @@
AX,AY,AZ,GX,GY,GZ,MX,MY,MZ
0.186041,-0.008484,-0.962920,4.318369,2.807703,0.885037,95.511116,-22.940660,19.642004
0.181219,-0.003906,-0.964324,4.242073,2.868740,0.869778,95.511116,-22.940660,19.642004
0.185614,-0.004578,-0.964324,4.333628,2.792444,0.885037,96.260811,-23.990232,19.192186
0.181951,-0.003174,-0.970244,4.318369,2.807703,0.839259,96.260811,-23.990232,19.192186
0.182806,-0.003052,-0.968169,4.379406,2.761925,0.793481,96.260811,-23.990232,19.192186
0.184271,-0.005188,-0.965972,4.364147,2.792444,0.915555,95.661057,-23.690355,19.492064
0.179815,-0.005493,-0.966582,4.318369,2.731407,0.869778,95.661057,-23.690355,19.492064
0.185125,-0.003906,-0.966643,4.364147,2.777184,0.839259,96.560684,-23.390476,18.892309
0.182806,-0.000977,-0.967132,4.440443,2.746666,0.808740,96.560684,-23.390476,18.892309
0.184515,-0.001404,-0.964629,4.440443,2.792444,0.839259,96.560684,-23.390476,18.892309
0.180670,-0.008179,-0.962859,4.486221,2.822962,0.869778,95.061295,-23.990232,19.492064
0.184759,-0.008911,-0.966399,4.440443,2.853481,0.991852,95.061295,-23.990232,19.492064
0.177557,-0.005005,-0.964141,4.364147,2.731407,0.762963,95.960930,-23.390476,19.192186
0.189215,-0.000183,-0.965911,4.348887,2.792444,0.854518,95.960930,-23.390476,19.192186
0.177190,-0.003113,-0.969207,4.348887,2.746666,0.885037,95.960930,-23.390476,19.192186
0.189276,-0.011719,-0.966155,4.318369,2.792444,0.869778,96.710625,-22.940660,19.941881
0.179266,-0.004761,-0.966094,4.348887,2.807703,0.854518,96.710625,-22.940660,19.941881
0.185919,0.001892,-0.967803,4.303110,2.777184,0.854518,96.110870,-22.940660,19.342125
0.466506,0.016541,-0.540239,2.777184,4.333628,0.442518,96.110870,-22.940660,19.342125
0.172735,-0.001648,-0.887722,4.028443,3.295999,3.448591,96.110870,-22.940660,19.342125
0.229804,0.014527,-0.839625,3.967406,4.440443,1.068148,95.061295,-23.690355,18.892309
0.213446,-0.043031,-0.995392,4.699851,2.670370,0.427259,95.061295,-23.690355,18.892309
0.219428,-0.042787,-0.971343,6.241035,-2.594073,-4.593036,95.661057,-23.990232,20.391699
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0.052248,0.384106,0.648579,8.896146,91.692863,180.684830,105.856903,-21.591209,65.673264
0.031068,0.630207,0.907926,-1.510666,24.338511,127.903076,105.856903,-21.591209,65.673264
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0.210944,1.078829,0.533952,213.309128,-34.302803,108.783226,106.756538,-30.287668,62.974361
0.353160,0.832240,0.443922,367.961670,-37.400433,118.152412,106.756538,-30.287668,62.974361
0.179327,0.747032,-0.103458,250.877411,-38.621174,103.518784,106.756538,-30.287668,62.974361
0.311472,0.628803,-0.334300,285.866882,-42.817471,54.322948,101.208794,-36.735043,48.430283
0.317331,0.563189,-0.595538,342.677094,-17.014069,45.396282,101.208794,-36.735043,48.430283
0.402295,0.402661,-0.732322,395.809814,17.593920,37.232582,101.958488,-38.084496,32.386814
0.412976,0.122868,-0.882046,414.212463,53.788872,47.730949,101.958488,-38.084496,32.386814
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0.660482,-0.464919,-0.570696,373.775452,105.197304,55.787834,114.403427,-42.132847,24.140171
0.529374,-0.830103,-0.580584,376.171143,124.256111,30.137028,114.403427,-42.132847,24.140171
0.715598,-0.903897,-0.062563,377.315582,152.439957,-8.621479,126.098663,-45.431503,30.137730
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1 AX AY AZ GX GY GZ MX MY MZ
2 0.186041 -0.008484 -0.962920 4.318369 2.807703 0.885037 95.511116 -22.940660 19.642004
3 0.181219 -0.003906 -0.964324 4.242073 2.868740 0.869778 95.511116 -22.940660 19.642004
4 0.185614 -0.004578 -0.964324 4.333628 2.792444 0.885037 96.260811 -23.990232 19.192186
5 0.181951 -0.003174 -0.970244 4.318369 2.807703 0.839259 96.260811 -23.990232 19.192186
6 0.182806 -0.003052 -0.968169 4.379406 2.761925 0.793481 96.260811 -23.990232 19.192186
7 0.184271 -0.005188 -0.965972 4.364147 2.792444 0.915555 95.661057 -23.690355 19.492064
8 0.179815 -0.005493 -0.966582 4.318369 2.731407 0.869778 95.661057 -23.690355 19.492064
9 0.185125 -0.003906 -0.966643 4.364147 2.777184 0.839259 96.560684 -23.390476 18.892309
10 0.182806 -0.000977 -0.967132 4.440443 2.746666 0.808740 96.560684 -23.390476 18.892309
11 0.184515 -0.001404 -0.964629 4.440443 2.792444 0.839259 96.560684 -23.390476 18.892309
12 0.180670 -0.008179 -0.962859 4.486221 2.822962 0.869778 95.061295 -23.990232 19.492064
13 0.184759 -0.008911 -0.966399 4.440443 2.853481 0.991852 95.061295 -23.990232 19.492064
14 0.177557 -0.005005 -0.964141 4.364147 2.731407 0.762963 95.960930 -23.390476 19.192186
15 0.189215 -0.000183 -0.965911 4.348887 2.792444 0.854518 95.960930 -23.390476 19.192186
16 0.177190 -0.003113 -0.969207 4.348887 2.746666 0.885037 95.960930 -23.390476 19.192186
17 0.189276 -0.011719 -0.966155 4.318369 2.792444 0.869778 96.710625 -22.940660 19.941881
18 0.179266 -0.004761 -0.966094 4.348887 2.807703 0.854518 96.710625 -22.940660 19.941881
19 0.185919 0.001892 -0.967803 4.303110 2.777184 0.854518 96.110870 -22.940660 19.342125
20 0.466506 0.016541 -0.540239 2.777184 4.333628 0.442518 96.110870 -22.940660 19.342125
21 0.172735 -0.001648 -0.887722 4.028443 3.295999 3.448591 96.110870 -22.940660 19.342125
22 0.229804 0.014527 -0.839625 3.967406 4.440443 1.068148 95.061295 -23.690355 18.892309
23 0.213446 -0.043031 -0.995392 4.699851 2.670370 0.427259 95.061295 -23.690355 18.892309
24 0.219428 -0.042787 -0.971343 6.241035 -2.594073 -4.593036 95.661057 -23.990232 20.391699
25 0.184820 -0.029969 -1.086337 21.332438 7.400739 -34.592731 95.661057 -23.990232 20.391699
26 0.287301 -0.148625 -0.909513 50.798058 -57.054352 -53.392132 95.661057 -23.990232 20.391699
27 0.102969 -0.048952 -1.051485 39.338360 -96.667381 -74.846642 96.260811 -21.891088 18.292553
28 0.073244 -0.158696 -1.143468 22.080141 -62.639240 -73.900574 96.260811 -21.891088 18.292553
29 0.073366 -0.224677 -0.998627 3.250221 -49.668873 -92.944122 99.259590 -14.993896 16.493284
30 -0.050295 -0.102542 -0.934904 0.457778 -61.571095 -106.250191 99.259590 -14.993896 16.493284
31 -0.134220 -0.132939 -1.005097 -5.966369 -53.834652 -106.021301 99.259590 -14.993896 16.493284
32 -0.179022 0.001526 -1.026582 -35.813469 -42.741173 -80.202644 102.708183 -6.747253 16.043468
33 -0.270333 0.012452 -1.048921 -68.559830 -46.037170 -69.780571 102.708183 -6.747253 16.043468
34 -0.351634 -0.021912 -0.995453 -107.181007 -69.460129 -63.005463 101.958488 -2.399023 18.892309
35 -0.334910 -0.066347 -0.899808 -113.834038 -92.822044 -61.326946 101.958488 -2.399023 18.892309
36 -0.348460 0.078310 -0.802820 -129.352707 -113.879822 -96.743675 101.958488 -2.399023 18.892309
37 -0.419263 0.223579 -0.788537 -147.114471 -126.010925 -106.540115 103.757759 3.298657 28.788280
38 -0.602435 0.413953 -0.659383 -131.931519 -111.713005 -78.081604 103.757759 3.298657 28.788280
39 -0.725303 0.305185 -0.450819 -94.515823 -137.974182 -51.911983 105.107208 7.646887 38.234432
40 -0.797571 0.350902 -0.413770 -70.772423 -132.526627 -42.817471 105.107208 7.646887 38.234432
41 -0.839198 0.271615 -0.268929 -83.376564 -166.692093 -36.500137 105.107208 7.646887 38.234432
42 -0.877712 0.185553 -0.113102 -61.281166 -201.940979 -74.785606 107.356293 6.597314 48.580223
43 -0.942900 0.302316 0.052309 -41.123692 -167.867065 -118.091370 107.356293 6.597314 48.580223
44 -0.945952 0.217353 0.219794 -23.773918 -57.390057 -108.371223 115.752876 2.698901 59.675705
45 -0.964141 -0.096866 0.249947 0.595111 -6.546220 -127.994629 115.752876 2.698901 59.675705
46 -1.020661 -0.241707 0.195929 22.080141 8.560442 -169.072540 115.752876 2.698901 59.675705
47 -1.074374 -0.384899 0.066286 15.396588 18.005920 -182.866913 120.550919 2.399023 60.875217
48 -1.037263 -0.368053 0.010498 -25.238808 49.424725 -156.468399 120.550919 2.399023 60.875217
49 -0.948820 -0.463210 0.021668 -32.334362 69.353310 -120.319221 128.647629 3.598535 58.476192
50 -0.841823 -0.523331 -0.012452 -26.581621 157.551804 -87.145607 128.647629 3.598535 58.476192
51 -0.774621 -0.603168 -0.048097 -21.881771 168.599503 -45.869320 133.145798 5.997558 51.878880
52 -0.792322 -0.453261 -0.349071 -6.530961 158.574173 3.326518 133.145798 5.997558 51.878880
53 -0.695273 -0.639119 -0.361461 -9.887997 166.035950 65.157021 133.145798 5.997558 51.878880
54 -0.714194 -0.505631 -0.391064 -43.488876 175.847656 114.230782 131.946274 7.496948 43.182419
55 -0.663411 -0.362926 -0.726646 -72.649315 185.415207 148.472549 131.946274 7.496948 43.182419
56 -0.677999 -0.275704 -0.714682 -122.760704 212.286758 164.799957 124.599274 10.045910 30.137730
57 -0.568621 -0.230537 -0.760399 -143.086029 148.365738 157.979065 124.599274 10.045910 30.137730
58 -0.409497 0.015625 -0.881741 -156.666763 151.692245 147.831665 124.599274 10.045910 30.137730
59 -0.213141 0.106632 -0.982513 -173.177277 136.677139 150.013733 111.704521 4.348230 23.240538
60 -0.194159 0.277474 -0.816126 -197.576828 129.291672 139.225433 111.704521 4.348230 23.240538
61 0.045045 0.429395 -0.733421 -186.544388 82.659386 132.587662 98.959709 -4.798047 24.290112
62 0.251961 0.565264 -0.649556 -167.531357 64.455093 107.715080 98.959709 -4.798047 24.290112
63 0.376904 0.728050 -0.507157 -169.026764 61.418499 101.519821 98.959709 -4.798047 24.290112
64 0.462661 0.758385 -0.355419 -150.212097 52.919094 74.724571 89.513557 -10.945544 31.337242
65 0.552751 0.965850 -0.336009 -138.386185 37.507248 67.033905 89.513557 -10.945544 31.337242
66 0.470107 0.874172 -0.178594 -118.717003 34.638508 96.713158 89.363617 -16.793163 41.982906
67 0.499649 0.885830 -0.088992 -107.898193 13.000885 149.784851 89.363617 -16.793163 41.982906
68 0.578448 0.692709 -0.289193 -93.417160 1.403851 161.244537 89.363617 -16.793163 41.982906
69 0.827662 0.501419 0.052858 -119.815666 15.686514 177.632980 91.762642 -25.789501 48.280342
70 0.954802 0.359081 0.001343 -78.173164 32.441177 133.472702 91.762642 -25.789501 48.280342
71 1.074496 0.213935 0.186895 -39.155247 39.384136 60.655537 95.061295 -33.586327 54.577782
72 1.069369 0.326060 0.190374 -32.303841 52.415539 -8.880886 95.061295 -33.586327 54.577782
73 0.917570 0.400769 0.234016 15.045625 119.067963 -38.926357 95.061295 -33.586327 54.577782
74 0.880032 0.399792 0.732810 34.607990 83.117157 -65.614792 97.010506 -27.438829 56.526985
75 0.652486 0.488418 0.437635 63.539536 -137.165436 -195.410019 97.010506 -27.438829 56.526985
76 0.531266 0.510636 0.040529 131.321152 -160.420547 -271.202728 94.611481 -19.342125 51.129185
77 0.438429 0.730125 -0.254158 120.349739 -133.701584 -298.242126 94.611481 -19.342125 51.129185
78 0.124638 1.093417 -0.313547 86.016418 20.142216 -244.239624 94.611481 -19.342125 51.129185
79 -0.095340 1.122715 0.128727 60.457169 -4.531999 -154.087952 93.262032 -7.496948 45.581444
80 -0.160588 0.817652 -0.280465 108.890045 -103.350929 -146.000549 93.262032 -7.496948 45.581444
81 -0.303476 0.662679 -0.237373 111.682487 -123.081146 -186.696976 96.410751 2.249084 41.533092
82 -0.525224 0.669759 -0.385205 180.089722 -185.552536 -227.027191 96.410751 2.249084 41.533092
83 -0.698386 0.385144 -0.426649 184.881134 -183.950317 -250.724808 96.410751 2.249084 41.533092
84 -0.940275 0.295236 -0.379406 142.475662 -185.842468 -254.524368 107.506233 7.047131 45.731380
85 -1.016388 0.096561 -0.415662 101.672417 -182.821136 -224.753555 107.506233 7.047131 45.731380
86 -0.999786 -0.008179 -0.175848 19.608143 -156.575211 -181.798767 119.501350 8.246642 53.828087
87 -0.970855 -0.108890 -0.030885 -15.198217 -127.155373 -136.173584 119.501350 8.246642 53.828087
88 -0.918973 -0.138127 0.095950 2.822962 5.218665 -113.742485 119.501350 8.246642 53.828087
89 -0.875820 -0.425245 0.130741 84.124268 63.463242 -103.946045 123.699638 3.748474 56.526985
90 -0.985870 -0.513382 -0.245125 53.361614 183.980835 -103.946045 123.699638 3.748474 56.526985
91 -0.938017 -0.498123 -0.266854 35.523544 210.715042 -97.567673 128.197800 7.946764 52.028816
92 -0.827235 -0.630390 -0.333140 44.236580 183.339951 -95.538193 128.197800 7.946764 52.028816
93 -0.630573 -0.809168 -0.291635 105.258339 226.737259 -77.227089 128.197800 7.946764 52.028816
94 -0.561724 -0.652120 -0.511002 118.671227 240.287491 -64.546646 131.496460 10.945544 42.132847
95 -0.488174 -0.816004 -0.422437 112.094482 241.492966 -24.643696 131.496460 10.945544 42.132847
96 -0.376659 -0.894375 -0.574969 62.898647 224.616226 8.224738 134.045425 6.897192 30.587547
97 -0.289438 -0.887906 -0.319834 15.198217 115.756706 -15.732291 134.045425 6.897192 30.587547
98 -0.371471 -0.763573 -0.318979 35.935543 -60.609760 -27.405621 134.045425 6.897192 30.587547
99 -0.328929 -0.990936 -0.191046 72.069458 -245.872375 -88.579971 134.045425 6.897192 30.587547
100 -0.355235 -0.957244 -0.498733 68.208870 -269.432648 -105.746635 134.045425 6.897192 30.587547
101 -0.108707 -0.842860 -0.564714 23.438215 -225.623337 -84.902496 140.642746 2.998779 43.482296
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0.184271,-0.000793,-0.963652,4.318369,2.777184,0.930815,95.661057,-16.793163,14.694017
0.184942,0.000488,-0.971709,4.257332,2.792444,0.961333,95.661057,-16.793163,14.694017
0.180120,-0.002808,-0.968169,4.303110,2.685629,0.900296,95.661057,-16.793163,14.694017
0.185675,-0.002808,-0.967498,4.272591,2.777184,0.961333,95.211235,-16.643225,15.143834
0.183538,-0.006165,-0.965117,4.333628,2.685629,0.915555,95.211235,-16.643225,15.143834
0.182012,0.001648,-0.963347,4.333628,2.777184,0.900296,95.211235,-17.542858,15.443712
0.179327,-0.001831,-0.969024,4.379406,2.731407,0.854518,95.211235,-17.542858,15.443712
0.187078,-0.001587,-0.970916,4.333628,2.731407,0.824000,95.511116,-16.043468,14.544079
0.180548,-0.002808,-0.970367,4.364147,2.700888,0.839259,95.511116,-16.043468,14.544079
0.185003,-0.002380,-0.966338,4.303110,2.761925,1.007111,95.511116,-16.043468,14.544079
0.179022,-0.002991,-0.963469,4.379406,2.777184,0.839259,95.211235,-16.943102,15.743590
0.184271,-0.001160,-0.967620,4.287850,2.792444,0.900296,95.211235,-16.943102,15.743590
0.182684,-0.004639,-0.967132,4.318369,2.792444,0.961333,94.911362,-17.542858,15.743590
0.187811,-0.000732,-0.964995,4.303110,2.670370,0.915555,94.911362,-17.542858,15.743590
0.181097,-0.000061,-0.967559,4.272591,2.777184,0.885037,94.911362,-17.542858,15.743590
0.185308,-0.001831,-0.966460,4.333628,2.761925,0.869778,95.211235,-16.343346,16.043468
0.184088,-0.004212,-0.966704,4.272591,2.746666,0.854518,95.211235,-16.343346,16.043468
0.181585,-0.000610,-0.969085,4.318369,2.838221,0.915555,95.810989,-16.343346,15.443712
0.184027,-0.000183,-0.968291,4.318369,2.685629,0.900296,95.810989,-16.343346,15.443712
0.180853,-0.003418,-0.963591,4.242073,2.777184,0.885037,95.810989,-16.343346,15.443712
0.182867,-0.002686,-0.972381,4.394665,2.868740,0.946074,94.461540,-16.493284,15.593652
0.181463,-0.006836,-0.965728,4.364147,2.746666,0.869778,94.461540,-16.493284,15.593652
0.186834,-0.001648,-0.976836,4.364147,2.670370,0.808740,95.661057,-16.193407,15.893529
0.177923,-0.000977,-0.966887,4.348887,2.731407,0.961333,95.661057,-16.193407,15.893529
0.187201,0.000427,-0.974395,4.226814,2.716147,0.961333,95.661057,-16.193407,15.893529
0.183721,-0.007019,-0.968719,4.409925,2.700888,0.839259,95.211235,-16.043468,16.643225
0.183233,-0.000427,-0.967376,4.333628,2.792444,0.915555,95.211235,-16.043468,16.643225
0.177618,-0.001526,-0.970794,4.364147,2.670370,0.961333,95.361176,-15.893529,13.794384
0.183538,-0.001343,-0.961333,4.287850,2.746666,0.961333,95.361176,-15.893529,13.794384
0.184515,-0.005982,-0.973235,4.318369,2.746666,0.946074,95.361176,-15.893529,13.794384
0.183416,-0.000366,-0.960540,4.348887,2.761925,0.854518,95.661057,-15.893529,15.893529
0.182379,-0.004761,-0.977325,4.318369,2.670370,0.900296,95.661057,-15.893529,15.893529
0.187628,-0.000427,-0.964934,4.303110,2.746666,0.915555,95.511116,-18.442492,14.544079
0.177313,-0.003723,-0.973662,4.287850,2.716147,0.869778,95.511116,-18.442492,14.544079
0.189032,-0.001221,-0.969451,4.348887,2.807703,0.946074,95.511116,-18.442492,14.544079
0.175970,-0.003418,-0.979766,4.455702,2.731407,0.732444,95.661057,-16.193407,14.394140
0.190741,0.002197,-0.972320,4.257332,2.731407,1.022370,95.661057,-16.193407,14.394140
0.172613,-0.001526,-0.962859,4.409925,2.670370,0.747703,94.761421,-15.893529,15.593652
0.198614,-0.004944,-0.973052,4.272591,2.761925,1.159703,94.761421,-15.893529,15.593652
0.173284,-0.000488,-0.961882,4.303110,2.777184,0.778222,94.761421,-15.893529,15.593652
1 AX AY AZ GX GY GZ MX MY MZ
2 0.183355 -0.004883 -0.973540 4.318369 2.822962 0.885037 94.911362 -16.943102 14.843957
3 0.181524 -0.001343 -0.969329 4.379406 2.700888 0.930815 94.911362 -16.943102 14.843957
4 0.184393 0.000000 -0.967925 4.348887 2.777184 0.915555 94.911362 -16.943102 14.843957
5 0.184881 -0.003967 -0.967376 4.333628 2.746666 0.854518 96.710625 -16.043468 14.843957
6 0.182501 -0.003784 -0.972747 4.348887 2.700888 0.930815 96.710625 -16.043468 14.843957
7 0.185430 -0.001770 -0.966155 4.348887 2.777184 0.869778 95.211235 -16.043468 15.143834
8 0.183050 -0.002197 -0.967864 4.257332 2.883999 0.915555 95.211235 -16.043468 15.143834
9 0.183660 -0.001587 -0.970550 4.303110 2.731407 0.930815 95.211235 -16.043468 15.143834
10 0.183660 -0.004212 -0.970794 4.379406 2.731407 0.946074 94.761421 -16.793163 13.794384
11 0.185492 -0.004395 -0.969207 4.287850 2.807703 0.885037 94.761421 -16.793163 13.794384
12 0.180548 -0.000183 -0.967559 4.318369 2.761925 0.885037 95.810989 -16.043468 15.443712
13 0.180486 0.000000 -0.970428 4.379406 2.853481 0.885037 95.810989 -16.043468 15.443712
14 0.183721 -0.003601 -0.968596 4.333628 2.700888 0.930815 95.810989 -16.043468 15.443712
15 0.187201 -0.007935 -0.968169 4.348887 2.792444 0.930815 95.361176 -15.893529 14.094262
16 0.182073 -0.000610 -0.967681 4.333628 2.822962 0.930815 95.361176 -15.893529 14.094262
17 0.182379 0.000000 -0.964568 4.379406 2.792444 0.885037 95.061295 -16.493284 15.893529
18 0.182379 -0.004456 -0.970489 4.394665 2.853481 0.976592 95.061295 -16.493284 15.893529
19 0.184393 -0.001465 -0.968535 4.364147 2.792444 0.930815 95.061295 -16.493284 15.893529
20 0.182684 -0.002625 -0.969695 4.287850 2.731407 0.915555 94.911362 -16.643225 13.944323
21 0.183538 -0.000549 -0.967315 4.318369 2.883999 0.854518 94.911362 -16.643225 13.944323
22 0.183721 -0.002319 -0.968047 4.348887 2.853481 0.946074 94.611481 -16.643225 15.743590
23 0.186529 -0.002625 -0.967132 4.379406 2.792444 0.930815 94.611481 -16.643225 15.743590
24 0.180059 -0.003784 -0.970183 4.364147 2.807703 0.946074 94.611481 -16.643225 15.743590
25 0.183966 -0.002503 -0.967498 4.379406 2.761925 0.961333 95.511116 -15.743590 15.143834
26 0.182989 -0.002808 -0.966582 4.287850 2.685629 0.915555 95.511116 -15.743590 15.143834
27 0.185064 -0.005554 -0.966521 4.333628 2.731407 0.991852 93.411972 -16.343346 14.843957
28 0.181829 -0.001160 -0.970611 4.364147 2.777184 0.991852 93.411972 -16.343346 14.843957
29 0.183050 0.001770 -0.967498 4.348887 2.746666 0.869778 93.411972 -16.343346 14.843957
30 0.184515 -0.002380 -0.965178 4.333628 2.731407 0.885037 95.211235 -16.643225 15.143834
31 0.184576 -0.002869 -0.969146 4.318369 2.792444 0.930815 95.211235 -16.643225 15.143834
32 0.182928 -0.001953 -0.966094 4.394665 2.792444 0.854518 94.761421 -16.793163 15.293774
33 0.181768 -0.000488 -0.968596 4.287850 2.838221 0.869778 94.761421 -16.793163 15.293774
34 0.184637 -0.000610 -0.972076 4.333628 2.822962 0.915555 94.761421 -16.793163 15.293774
35 0.181951 -0.003052 -0.970672 4.257332 2.731407 0.869778 95.511116 -16.043468 14.544079
36 0.186529 -0.003845 -0.963652 4.440443 2.700888 0.869778 95.511116 -16.043468 14.544079
37 0.180609 -0.001648 -0.967071 4.318369 2.792444 0.915555 95.211235 -18.142614 14.843957
38 0.185064 0.000916 -0.966521 4.333628 2.777184 0.885037 95.211235 -18.142614 14.843957
39 0.180853 -0.004517 -0.968169 4.379406 2.761925 0.991852 95.211235 -18.142614 14.843957
40 0.187323 -0.004700 -0.962310 4.348887 2.716147 0.946074 94.911362 -16.643225 14.544079
41 0.180731 -0.000305 -0.968291 4.318369 2.685629 0.808740 94.911362 -16.643225 14.544079
42 0.182318 0.000793 -0.967803 4.287850 2.868740 0.885037 94.911362 -16.643225 15.443712
43 0.181463 -0.003723 -0.971587 4.364147 2.746666 0.915555 94.911362 -16.643225 15.443712
44 0.188788 -0.002136 -0.969817 4.379406 2.838221 0.915555 94.461540 -15.893529 14.094262
45 0.180486 -0.000671 -0.971038 4.379406 2.792444 0.869778 94.461540 -15.893529 14.094262
46 0.184881 -0.000427 -0.967009 4.364147 2.792444 0.900296 94.461540 -15.893529 14.094262
47 0.183111 0.000916 -0.967498 4.394665 2.807703 0.961333 94.761421 -16.193407 14.394140
48 0.183721 -0.005249 -0.968169 4.440443 2.838221 0.885037 94.761421 -16.193407 14.394140
49 0.182073 -0.003296 -0.967193 4.333628 2.731407 0.900296 95.960930 -16.193407 15.293774
50 0.183111 0.001648 -0.967742 4.364147 2.868740 0.961333 95.960930 -16.193407 15.293774
51 0.181280 -0.002136 -0.969329 4.272591 2.777184 0.961333 95.960930 -16.193407 15.293774
52 0.183905 -0.004883 -0.963164 4.379406 2.746666 0.839259 93.711845 -16.343346 15.743590
53 0.184210 -0.003479 -0.965850 4.196295 2.746666 0.915555 93.711845 -16.343346 15.743590
54 0.182073 -0.000183 -0.970672 4.272591 2.822962 0.869778 94.761421 -16.793163 15.593652
55 0.182867 -0.003418 -0.967437 4.364147 2.700888 0.961333 94.761421 -16.793163 15.593652
56 0.183782 -0.001526 -0.971038 4.394665 2.761925 0.915555 94.761421 -16.793163 15.593652
57 0.182012 -0.001282 -0.972503 4.425184 2.761925 0.915555 93.861786 -16.193407 16.193407
58 0.184698 -0.004639 -0.971160 4.272591 2.761925 0.824000 93.861786 -16.193407 16.193407
59 0.181585 -0.002564 -0.963836 4.303110 2.731407 0.961333 94.161667 -15.893529 15.293774
60 0.184515 0.000427 -0.965972 4.303110 2.761925 0.915555 94.161667 -15.893529 15.293774
61 0.182134 -0.002869 -0.967742 4.287850 2.746666 0.946074 94.161667 -15.893529 15.293774
62 0.185858 -0.004883 -0.965178 4.333628 2.822962 0.946074 94.311600 -18.142614 13.944323
63 0.179998 -0.001099 -0.968657 4.348887 2.716147 0.824000 94.311600 -18.142614 13.944323
64 0.185003 -0.002075 -0.965789 4.364147 2.731407 0.976592 95.211235 -16.043468 13.944323
65 0.179632 -0.002808 -0.965972 4.287850 2.761925 0.885037 95.211235 -16.043468 13.944323
66 0.185797 -0.000977 -0.967986 4.379406 2.777184 0.869778 95.211235 -16.043468 13.944323
67 0.181646 -0.001587 -0.968719 4.394665 2.822962 0.885037 95.810989 -16.343346 14.544079
68 0.184942 -0.001526 -0.969085 4.318369 2.777184 0.976592 95.810989 -16.343346 14.544079
69 0.182867 -0.002014 -0.965361 4.318369 2.761925 0.915555 94.761421 -16.793163 14.993896
70 0.183966 -0.000916 -0.967803 4.287850 2.853481 0.900296 94.761421 -16.793163 14.993896
71 0.181829 -0.002014 -0.967864 4.333628 2.853481 0.930815 94.761421 -16.793163 14.993896
72 0.186346 0.000366 -0.968291 4.348887 2.700888 0.900296 95.511116 -16.643225 15.443712
73 0.181646 -0.000793 -0.967498 4.379406 2.822962 0.854518 95.511116 -16.643225 15.443712
74 0.182318 -0.003479 -0.966460 4.303110 2.807703 0.991852 95.511116 -16.643225 15.443712
75 0.184454 -0.002930 -0.969634 4.303110 2.761925 0.961333 95.511116 -16.643225 15.443712
76 0.183782 -0.002380 -0.969634 4.257332 2.731407 0.900296 95.511116 -16.643225 15.443712
77 0.181585 -0.001160 -0.972442 4.348887 2.868740 0.900296 94.761421 -16.793163 14.993896
78 0.186224 -0.002869 -0.966155 4.364147 2.883999 0.946074 94.761421 -16.793163 14.993896
79 0.183233 -0.002625 -0.966521 4.242073 2.777184 0.869778 96.260811 -16.193407 14.993896
80 0.180731 -0.002503 -0.968719 4.303110 2.716147 0.839259 96.260811 -16.193407 14.993896
81 0.184820 -0.001770 -0.964934 4.333628 2.639851 0.930815 96.260811 -16.193407 14.993896
82 0.183233 -0.000610 -0.969268 4.348887 2.822962 0.854518 95.061295 -16.493284 15.293774
83 0.183172 -0.002503 -0.965850 4.333628 2.761925 0.915555 95.061295 -16.493284 15.293774
84 0.183721 -0.002441 -0.965423 4.318369 2.792444 0.946074 95.061295 -14.993896 15.293774
85 0.182806 -0.001892 -0.965117 4.348887 2.731407 0.915555 95.061295 -14.993896 15.293774
86 0.183477 -0.004639 -0.969817 4.394665 2.807703 0.930815 95.061295 -14.993896 15.293774
87 0.183721 -0.001709 -0.965361 4.287850 2.731407 0.930815 95.061295 -16.493284 15.293774
88 0.184088 -0.002380 -0.968596 4.272591 2.716147 0.885037 95.061295 -16.493284 15.293774
89 0.181097 -0.002503 -0.966399 4.333628 2.746666 0.946074 92.512337 -16.943102 16.643225
90 0.182684 -0.002869 -0.969268 4.272591 2.731407 0.869778 92.512337 -16.943102 16.643225
91 0.185553 -0.000977 -0.969878 4.287850 2.822962 0.869778 92.512337 -16.943102 16.643225
92 0.184515 -0.005982 -0.970122 4.364147 2.822962 0.900296 93.411972 -16.943102 15.143834
93 0.183111 -0.000855 -0.968291 4.333628 2.822962 0.915555 93.411972 -16.943102 15.143834
94 0.184454 -0.001282 -0.966399 4.379406 2.777184 0.946074 95.061295 -16.493284 15.293774
95 0.184393 -0.003662 -0.967376 4.318369 2.761925 0.885037 95.061295 -16.493284 15.293774
96 0.184515 -0.002075 -0.968719 4.242073 2.700888 0.885037 95.061295 -16.493284 15.293774
97 0.183172 -0.001038 -0.969451 4.257332 2.716147 0.930815 95.960930 -16.493284 14.394140
98 0.183905 -0.001221 -0.965300 4.318369 2.899258 0.900296 95.960930 -16.493284 14.394140
99 0.183294 -0.003479 -0.965178 4.287850 2.807703 0.976592 94.311600 -16.343346 14.843957
100 0.184149 -0.001465 -0.967925 4.394665 2.792444 0.915555 94.311600 -16.343346 14.843957
101 0.180120 -0.001282 -0.968657 4.318369 2.746666 0.930815 94.311600 -16.343346 14.843957
102 0.184698 -0.000549 -0.971038 4.409925 2.822962 0.869778 95.960930 -16.793163 13.794384
103 0.181463 -0.003357 -0.970916 4.440443 2.761925 0.885037 95.960930 -16.793163 13.794384
104 0.186041 -0.000366 -0.963713 4.333628 2.792444 0.976592 95.511116 -16.643225 15.443712
105 0.180975 -0.000793 -0.969207 4.318369 2.792444 0.900296 95.511116 -16.643225 15.443712
106 0.185125 -0.001953 -0.968169 4.364147 2.746666 0.991852 95.511116 -16.643225 15.443712
107 0.180853 -0.001953 -0.969451 4.318369 2.761925 0.869778 94.911362 -16.643225 15.443712
108 0.186224 -0.001953 -0.969634 4.348887 2.761925 0.976592 94.911362 -16.643225 15.443712
109 0.182257 -0.002808 -0.964873 4.364147 2.746666 0.869778 94.161667 -15.593652 15.293774
110 0.185980 -0.001282 -0.963103 4.333628 2.716147 0.869778 94.161667 -15.593652 15.293774
111 0.183172 -0.002991 -0.971404 4.455702 2.853481 0.915555 94.161667 -15.593652 15.293774
112 0.184149 -0.003357 -0.963530 4.379406 2.746666 0.930815 94.761421 -16.493284 14.694017
113 0.180792 -0.003540 -0.971282 4.333628 2.853481 0.915555 94.761421 -16.493284 14.694017
114 0.183966 -0.003174 -0.969390 4.379406 2.685629 1.007111 95.361176 -16.493284 14.993896
115 0.184088 -0.003784 -0.968535 4.409925 2.838221 0.839259 95.361176 -16.493284 14.993896
116 0.182501 -0.002991 -0.967742 4.364147 2.777184 0.885037 95.361176 -16.493284 14.993896
117 0.180792 -0.002319 -0.966643 4.303110 2.746666 0.885037 93.861786 -17.392920 14.694017
118 0.180853 -0.001465 -0.967071 4.348887 2.838221 0.900296 93.861786 -17.392920 14.694017
119 0.185003 -0.001770 -0.964141 4.333628 2.716147 0.915555 94.761421 -17.392920 14.993896
120 0.183111 -0.004334 -0.971221 4.333628 2.838221 0.854518 94.761421 -17.392920 14.993896
121 0.182440 0.000366 -0.969573 4.379406 2.822962 0.915555 94.761421 -17.392920 14.993896
122 0.183416 -0.001648 -0.971038 4.333628 2.700888 0.885037 95.211235 -16.643225 15.443712
123 0.182989 -0.003540 -0.968474 4.303110 2.685629 0.946074 95.211235 -16.643225 15.443712
124 0.184515 -0.004639 -0.966338 4.272591 2.807703 0.885037 94.461540 -16.193407 14.394140
125 0.183111 0.000183 -0.967559 4.364147 2.716147 0.900296 94.461540 -16.193407 14.394140
126 0.180792 -0.002075 -0.970061 4.303110 2.792444 0.915555 95.061295 -15.293774 15.293774
127 0.183905 -0.003052 -0.968535 4.318369 2.777184 0.885037 95.061295 -15.293774 15.293774
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730 0.198614 -0.004944 -0.973052 4.272591 2.761925 1.159703 94.761421 -15.893529 15.593652
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1268
ugv3_moving.csv

File diff suppressed because it is too large Load Diff

654
ugv3_rest.csv

@ -0,0 +1,654 @@ @@ -0,0 +1,654 @@
AX,AY,AZ,GX,GY,GZ,MX,MY,MZ
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0.172918,0.011414,0.972564,4.379406,-2.868740,0.900296,33.886204,-164.632980,-23.390476
0.172185,0.014649,0.971526,4.364147,-2.868740,0.869778,32.686691,-164.932846,-23.390476
0.173467,0.014283,0.971526,4.333628,-2.853481,0.885037,32.686691,-164.932846,-23.390476
0.172796,0.013672,0.975677,4.440443,-2.838221,0.808740,32.686691,-164.932846,-23.390476
0.173040,0.012696,0.970916,4.348887,-2.822962,0.839259,32.236874,-165.082794,-23.840294
0.175298,0.014161,0.974700,4.318369,-2.822962,0.839259,32.236874,-165.082794,-23.840294
0.175604,0.013855,0.971648,4.348887,-2.838221,0.900296,33.136509,-164.483032,-22.940660
0.172918,0.011841,0.972747,4.364147,-2.899258,0.824000,33.136509,-164.483032,-22.940660
0.173162,0.012635,0.973907,4.394665,-2.838221,0.824000,33.136509,-164.483032,-22.940660
0.173894,0.014649,0.974151,4.394665,-2.822962,0.900296,32.686691,-165.832489,-21.891088
0.174017,0.011902,0.974517,4.394665,-2.822962,0.824000,32.686691,-165.832489,-21.891088
0.173101,0.011780,0.971038,4.379406,-2.822962,0.793481,31.787058,-164.632980,-22.790722
0.174810,0.013550,0.972930,4.379406,-2.746666,0.869778,31.787058,-164.632980,-22.790722
0.173345,0.014649,0.976104,4.348887,-2.883999,0.854518,31.787058,-164.632980,-22.790722
0.171636,0.013123,0.973479,4.425184,-2.807703,0.900296,33.136509,-165.682541,-22.940660
0.175115,0.013428,0.975860,4.409925,-2.868740,0.900296,33.136509,-165.682541,-22.940660
0.173345,0.011902,0.969146,4.318369,-2.853481,0.885037,32.986568,-164.932846,-24.290112
0.172308,0.013489,0.973418,4.409925,-2.914518,0.930815,32.986568,-164.932846,-24.290112
0.174627,0.013245,0.976165,4.470962,-2.914518,0.930815,34.635899,-164.183151,-23.240538
0.174444,0.012818,0.971648,4.379406,-2.853481,0.885037,34.635899,-164.183151,-23.240538
0.173833,0.014039,0.971892,4.394665,-2.822962,0.900296,34.635899,-164.183151,-23.240538
0.174810,0.012574,0.974395,4.333628,-2.883999,0.885037,33.586327,-164.932846,-23.090599
0.172246,0.013794,0.974029,4.303110,-2.899258,0.839259,33.586327,-164.932846,-23.090599
0.173894,0.012940,0.972869,4.409925,-2.792444,0.854518,32.986568,-164.333099,-23.690355
0.174139,0.014954,0.974029,4.409925,-2.960295,0.869778,32.986568,-164.333099,-23.690355
0.174200,0.011658,0.971526,4.379406,-2.822962,0.900296,32.986568,-164.333099,-23.690355
0.174871,0.013611,0.974273,4.409925,-2.853481,1.007111,33.286449,-164.632980,-23.390476
0.176275,0.013977,0.973235,4.318369,-2.853481,0.900296,33.286449,-164.632980,-23.390476
0.173711,0.014222,0.969634,4.394665,-2.899258,0.900296,32.986568,-164.632980,-23.090599
0.174078,0.011292,0.972991,4.379406,-2.960295,0.793481,32.986568,-164.632980,-23.090599
0.174200,0.014466,0.971160,4.425184,-2.914518,0.915555,32.986568,-164.632980,-23.090599
0.172918,0.014710,0.974029,4.348887,-2.822962,0.854518,33.136509,-163.583405,-22.940660
0.172735,0.013672,0.972320,4.425184,-2.883999,0.854518,33.136509,-163.583405,-22.940660
0.174993,0.014405,0.973968,4.470962,-2.853481,0.915555,33.886204,-164.333099,-23.090599
0.173711,0.013062,0.973113,4.409925,-2.868740,0.946074,33.886204,-164.333099,-23.090599
0.174505,0.014771,0.976043,4.364147,-2.792444,0.839259,33.886204,-164.333099,-23.090599
0.174444,0.012452,0.970611,4.455702,-2.929777,0.869778,33.586327,-164.333099,-22.790722
0.175115,0.011658,0.974029,4.379406,-2.822962,0.869778,33.586327,-164.333099,-22.790722
0.173467,0.012574,0.969024,4.364147,-2.792444,0.946074,33.286449,-165.232727,-22.490843
0.172552,0.012818,0.974761,4.364147,-2.807703,0.869778,33.286449,-165.232727,-22.490843
0.174383,0.013855,0.975921,4.394665,-2.792444,0.869778,33.286449,-165.232727,-22.490843
0.175604,0.012818,0.974639,4.486221,-2.868740,0.885037,33.286449,-164.033218,-23.690355
0.173284,0.014344,0.972259,4.394665,-2.899258,0.869778,33.286449,-164.033218,-23.690355
0.174871,0.012329,0.969817,4.364147,-2.822962,0.900296,33.286449,-164.033218,-23.390476
0.175848,0.014100,0.969512,4.287850,-2.838221,0.808740,33.286449,-164.033218,-23.390476
0.175359,0.015137,0.976836,4.348887,-2.838221,0.930815,33.736263,-165.082794,-23.540417
0.173467,0.014954,0.976104,4.318369,-2.792444,0.885037,33.736263,-165.082794,-23.540417
0.174139,0.012268,0.972137,4.379406,-2.899258,0.869778,33.736263,-165.082794,-23.540417
0.176336,0.013916,0.973418,4.379406,-2.914518,0.915555,32.686691,-165.232727,-24.889866
0.174444,0.012879,0.972564,4.425184,-2.761925,0.915555,32.686691,-165.232727,-24.889866
0.174017,0.013123,0.973479,4.348887,-2.807703,0.885037,32.836632,-164.483032,-23.840294
0.173894,0.013794,0.969512,4.379406,-2.746666,0.854518,32.836632,-164.483032,-23.840294
0.174078,0.012513,0.973907,4.455702,-2.838221,0.946074,32.836632,-164.483032,-23.840294
0.173650,0.012635,0.973662,4.348887,-2.883999,0.885037,33.736263,-164.483032,-23.840294
0.174383,0.011780,0.971099,4.409925,-2.883999,0.930815,33.736263,-164.483032,-23.840294
0.174261,0.014954,0.972503,4.379406,-2.853481,0.900296,34.036144,-165.382675,-22.340904
0.172552,0.013489,0.971770,4.394665,-2.838221,0.854518,34.036144,-165.382675,-22.340904
0.176580,0.014832,0.971892,4.425184,-2.807703,0.946074,34.036144,-165.382675,-22.340904
0.174871,0.012391,0.970367,4.272591,-2.929777,0.885037,33.436386,-165.082794,-21.441271
0.173345,0.013184,0.972625,4.409925,-2.868740,0.854518,33.436386,-165.082794,-21.441271
0.172979,0.015503,0.969939,4.425184,-2.807703,0.900296,32.386814,-165.232727,-22.190966
0.173650,0.015198,0.972869,4.440443,-2.914518,0.915555,32.386814,-165.232727,-22.190966
0.173162,0.011048,0.974822,4.287850,-2.822962,0.854518,32.386814,-165.232727,-22.190966
0.174261,0.013916,0.972076,4.409925,-2.883999,0.854518,33.286449,-165.832489,-23.090599
0.173711,0.014527,0.973113,4.348887,-2.777184,0.839259,33.286449,-165.832489,-23.090599
0.175481,0.014527,0.972442,4.455702,-2.807703,0.869778,33.136509,-165.682541,-23.840294
0.174627,0.013001,0.973785,4.470962,-2.899258,0.961333,33.136509,-165.682541,-23.840294
0.174627,0.012207,0.975433,4.379406,-2.822962,0.839259,33.136509,-165.682541,-23.840294
0.174383,0.014649,0.973113,4.287850,-2.914518,0.808740,32.836632,-165.382675,-23.840294
0.174688,0.013611,0.975127,4.425184,-2.716147,0.946074,32.836632,-165.382675,-23.840294
0.174749,0.014039,0.970611,4.470962,-2.960295,0.930815,32.086937,-164.632980,-22.790722
0.173589,0.013672,0.975188,4.440443,-2.883999,0.915555,32.086937,-164.632980,-22.790722
0.172979,0.013184,0.973846,4.379406,-2.899258,0.808740,32.086937,-164.632980,-22.790722
0.174444,0.012696,0.971038,4.303110,-2.822962,0.824000,33.286449,-164.632980,-23.090599
0.173345,0.013001,0.971221,4.364147,-2.883999,0.839259,33.286449,-164.632980,-23.090599
0.174322,0.014588,0.970306,4.379406,-2.838221,0.900296,33.136509,-165.382675,-22.340904
0.175787,0.012391,0.971648,4.394665,-2.822962,0.885037,33.136509,-165.382675,-22.340904
0.173406,0.012879,0.975188,4.409925,-2.883999,0.915555,33.136509,-165.382675,-22.340904
0.175604,0.011475,0.973540,4.455702,-2.883999,0.839259,32.236874,-165.382675,-22.940660
0.174505,0.015503,0.973113,4.409925,-2.899258,0.930815,32.236874,-165.382675,-22.940660
0.174566,0.014344,0.973846,4.364147,-2.853481,0.915555,32.686691,-165.232727,-22.490843
0.175237,0.014649,0.970977,4.348887,-2.914518,0.778222,32.686691,-165.232727,-22.490843
0.174017,0.013794,0.973907,4.364147,-2.838221,0.808740,33.286449,-164.632980,-22.190966
0.174139,0.014893,0.972503,4.394665,-2.838221,0.824000,33.286449,-164.632980,-22.190966
0.172918,0.012085,0.972381,4.394665,-2.822962,0.778222,33.286449,-164.632980,-22.190966
0.174078,0.012391,0.971221,4.501480,-2.914518,0.885037,33.286449,-165.232727,-23.090599
0.176397,0.014222,0.973601,4.440443,-2.899258,0.885037,33.286449,-165.232727,-23.090599
0.173894,0.013855,0.972564,4.425184,-2.899258,0.869778,32.386814,-164.632980,-23.990232
0.175787,0.013245,0.971465,4.364147,-2.792444,0.915555,32.386814,-164.632980,-23.990232
0.174627,0.013855,0.974151,4.379406,-2.838221,0.854518,32.386814,-164.632980,-23.990232
0.175359,0.014039,0.970428,4.379406,-2.838221,0.885037,32.986568,-164.632980,-24.290112
0.173162,0.012879,0.974883,4.333628,-2.883999,0.854518,32.986568,-164.632980,-24.290112
0.175665,0.012757,0.973846,4.440443,-2.822962,0.854518,33.586327,-164.932846,-23.390476
0.174993,0.015320,0.971587,4.379406,-2.960295,0.930815,33.586327,-164.932846,-23.390476
0.173345,0.013611,0.975372,4.425184,-2.883999,0.930815,33.586327,-164.932846,-23.390476
0.174322,0.013489,0.974090,4.425184,-2.929777,0.839259,34.336021,-164.483032,-22.940660
0.173650,0.014283,0.975188,4.333628,-2.838221,0.839259,34.336021,-164.483032,-22.940660
0.174810,0.014466,0.969451,4.394665,-2.883999,0.961333,33.586327,-164.033218,-22.490843
0.174932,0.014222,0.976470,4.394665,-2.822962,0.885037,33.586327,-164.033218,-22.490843
0.174139,0.014405,0.973846,4.440443,-2.883999,0.885037,33.586327,-164.033218,-22.490843
0.175237,0.013489,0.973907,4.333628,-2.868740,0.900296,34.635899,-165.082794,-23.540417
0.174627,0.014954,0.975005,4.455702,-2.838221,0.869778,34.635899,-165.082794,-23.540417
0.175298,0.014039,0.974395,4.348887,-2.838221,0.869778,32.386814,-165.532608,-23.690355
0.175176,0.015320,0.971282,4.409925,-2.792444,0.854518,32.386814,-165.532608,-23.690355
0.174688,0.012513,0.974212,4.409925,-2.960295,0.885037,32.386814,-165.532608,-23.690355
0.174810,0.012940,0.972930,4.425184,-2.868740,0.915555,33.736263,-164.782913,-23.840294
0.173711,0.015198,0.971465,4.440443,-2.853481,0.869778,33.736263,-164.782913,-23.840294
0.174505,0.014100,0.969634,4.409925,-2.868740,0.930815,33.736263,-165.382675,-23.540417
0.173467,0.013367,0.974456,4.379406,-2.853481,0.961333,33.736263,-165.382675,-23.540417
0.174749,0.014344,0.969390,4.425184,-2.853481,0.946074,33.736263,-165.382675,-23.540417
0.173406,0.012574,0.974517,4.409925,-2.868740,0.930815,34.036144,-165.982422,-22.340904
0.174017,0.014039,0.973296,4.440443,-2.990814,0.930815,34.036144,-165.982422,-22.340904
0.173589,0.014832,0.970122,4.440443,-2.914518,0.854518,33.586327,-163.733337,-22.790722
0.174627,0.013489,0.973601,4.379406,-2.853481,0.915555,33.586327,-163.733337,-22.790722
0.173772,0.014283,0.974334,4.440443,-2.807703,0.915555,33.586327,-163.733337,-22.790722
0.173650,0.013672,0.971099,4.394665,-2.838221,0.839259,33.736263,-165.082794,-22.940660
0.173711,0.014832,0.974273,4.409925,-2.914518,0.930815,33.736263,-165.082794,-22.940660
0.172613,0.012268,0.971221,4.425184,-2.822962,0.900296,32.986568,-165.832489,-22.790722
0.174871,0.012574,0.974822,4.348887,-2.883999,0.900296,32.986568,-165.832489,-22.790722
0.173406,0.014039,0.971282,4.318369,-2.807703,0.885037,32.986568,-165.832489,-22.790722
0.173528,0.013794,0.974883,4.455702,-2.853481,0.869778,34.036144,-164.183151,-24.140171
1 AX AY AZ GX GY GZ MX MY MZ
2 0.172735 0.012268 0.971587 4.348887 -2.838221 0.854518 33.286449 -164.632980 -23.390476
3 0.174261 0.013306 0.972320 4.409925 -2.822962 0.900296 32.386814 -163.733337 -22.190966
4 0.174871 0.013428 0.973601 4.318369 -2.853481 0.915555 32.386814 -163.733337 -22.190966
5 0.172857 0.014405 0.972747 4.425184 -2.868740 0.869778 32.386814 -163.733337 -22.190966
6 0.173528 0.012452 0.973724 4.348887 -2.777184 0.961333 32.536755 -165.382675 -22.940660
7 0.175604 0.014161 0.973052 4.394665 -2.868740 0.839259 32.536755 -165.382675 -22.940660
8 0.174688 0.013001 0.970794 4.394665 -2.914518 0.885037 34.485958 -164.932846 -23.090599
9 0.174139 0.012085 0.971099 4.425184 -2.792444 0.869778 34.485958 -164.932846 -23.090599
10 0.172124 0.012696 0.972015 4.333628 -2.838221 0.885037 33.736263 -164.782913 -21.741148
11 0.173284 0.015015 0.972259 4.394665 -2.853481 0.885037 33.736263 -164.782913 -21.741148
12 0.173711 0.012879 0.971770 4.379406 -2.853481 0.885037 33.736263 -164.782913 -21.741148
13 0.174139 0.012757 0.974822 4.379406 -2.838221 0.900296 33.736263 -164.782913 -21.741148
14 0.173772 0.012024 0.976897 4.333628 -2.777184 0.961333 33.736263 -164.782913 -21.741148
15 0.174566 0.012879 0.974883 4.333628 -2.807703 0.762963 31.936998 -164.183151 -22.340904
16 0.173467 0.014405 0.972686 4.348887 -2.883999 0.900296 31.936998 -164.183151 -22.340904
17 0.174139 0.013977 0.975433 4.364147 -2.868740 0.900296 31.936998 -164.183151 -22.340904
18 0.175115 0.015870 0.971770 4.379406 -2.822962 0.869778 33.286449 -164.033218 -23.690355
19 0.172857 0.013184 0.975127 4.348887 -2.838221 0.885037 33.286449 -164.033218 -23.690355
20 0.172002 0.012940 0.973724 4.409925 -2.838221 0.930815 33.586327 -164.932846 -23.090599
21 0.174566 0.013123 0.976043 4.364147 -2.777184 0.946074 33.586327 -164.932846 -23.090599
22 0.175665 0.012329 0.972625 4.318369 -2.761925 0.869778 33.586327 -164.932846 -23.090599
23 0.174749 0.013794 0.972503 4.409925 -2.914518 0.885037 34.485958 -164.632980 -21.891088
24 0.174017 0.011902 0.972259 4.394665 -2.853481 0.915555 34.485958 -164.632980 -21.891088
25 0.172308 0.012818 0.969024 4.409925 -2.899258 0.961333 33.286449 -164.932846 -22.790722
26 0.174993 0.013855 0.973357 4.440443 -2.838221 0.946074 33.286449 -164.932846 -22.790722
27 0.175054 0.012024 0.972320 4.333628 -2.914518 0.946074 33.286449 -164.932846 -22.790722
28 0.174688 0.012452 0.972625 4.333628 -2.838221 0.930815 32.686691 -164.932846 -23.090599
29 0.173284 0.014710 0.973601 4.348887 -2.792444 0.900296 32.686691 -164.932846 -23.090599
30 0.172491 0.015992 0.971404 4.440443 -2.899258 0.793481 32.386814 -164.033218 -23.690355
31 0.175237 0.013306 0.974334 4.379406 -2.868740 0.915555 32.386814 -164.033218 -23.690355
32 0.173650 0.012207 0.977447 4.425184 -2.868740 0.946074 32.386814 -164.033218 -23.690355
33 0.173589 0.013123 0.976043 4.364147 -2.761925 0.915555 32.686691 -163.433456 -22.790722
34 0.172735 0.012452 0.971954 4.425184 -2.853481 0.869778 32.686691 -163.433456 -22.790722
35 0.174627 0.015137 0.972320 4.333628 -2.883999 0.854518 32.236874 -163.883286 -23.540417
36 0.176153 0.014710 0.973113 4.440443 -2.838221 0.885037 32.236874 -163.883286 -23.540417
37 0.174993 0.012879 0.973724 4.379406 -2.792444 0.915555 32.236874 -163.883286 -23.540417
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541 0.172918 0.011841 0.972747 4.364147 -2.899258 0.824000 33.136509 -164.483032 -22.940660
542 0.173162 0.012635 0.973907 4.394665 -2.838221 0.824000 33.136509 -164.483032 -22.940660
543 0.173894 0.014649 0.974151 4.394665 -2.822962 0.900296 32.686691 -165.832489 -21.891088
544 0.174017 0.011902 0.974517 4.394665 -2.822962 0.824000 32.686691 -165.832489 -21.891088
545 0.173101 0.011780 0.971038 4.379406 -2.822962 0.793481 31.787058 -164.632980 -22.790722
546 0.174810 0.013550 0.972930 4.379406 -2.746666 0.869778 31.787058 -164.632980 -22.790722
547 0.173345 0.014649 0.976104 4.348887 -2.883999 0.854518 31.787058 -164.632980 -22.790722
548 0.171636 0.013123 0.973479 4.425184 -2.807703 0.900296 33.136509 -165.682541 -22.940660
549 0.175115 0.013428 0.975860 4.409925 -2.868740 0.900296 33.136509 -165.682541 -22.940660
550 0.173345 0.011902 0.969146 4.318369 -2.853481 0.885037 32.986568 -164.932846 -24.290112
551 0.172308 0.013489 0.973418 4.409925 -2.914518 0.930815 32.986568 -164.932846 -24.290112
552 0.174627 0.013245 0.976165 4.470962 -2.914518 0.930815 34.635899 -164.183151 -23.240538
553 0.174444 0.012818 0.971648 4.379406 -2.853481 0.885037 34.635899 -164.183151 -23.240538
554 0.173833 0.014039 0.971892 4.394665 -2.822962 0.900296 34.635899 -164.183151 -23.240538
555 0.174810 0.012574 0.974395 4.333628 -2.883999 0.885037 33.586327 -164.932846 -23.090599
556 0.172246 0.013794 0.974029 4.303110 -2.899258 0.839259 33.586327 -164.932846 -23.090599
557 0.173894 0.012940 0.972869 4.409925 -2.792444 0.854518 32.986568 -164.333099 -23.690355
558 0.174139 0.014954 0.974029 4.409925 -2.960295 0.869778 32.986568 -164.333099 -23.690355
559 0.174200 0.011658 0.971526 4.379406 -2.822962 0.900296 32.986568 -164.333099 -23.690355
560 0.174871 0.013611 0.974273 4.409925 -2.853481 1.007111 33.286449 -164.632980 -23.390476
561 0.176275 0.013977 0.973235 4.318369 -2.853481 0.900296 33.286449 -164.632980 -23.390476
562 0.173711 0.014222 0.969634 4.394665 -2.899258 0.900296 32.986568 -164.632980 -23.090599
563 0.174078 0.011292 0.972991 4.379406 -2.960295 0.793481 32.986568 -164.632980 -23.090599
564 0.174200 0.014466 0.971160 4.425184 -2.914518 0.915555 32.986568 -164.632980 -23.090599
565 0.172918 0.014710 0.974029 4.348887 -2.822962 0.854518 33.136509 -163.583405 -22.940660
566 0.172735 0.013672 0.972320 4.425184 -2.883999 0.854518 33.136509 -163.583405 -22.940660
567 0.174993 0.014405 0.973968 4.470962 -2.853481 0.915555 33.886204 -164.333099 -23.090599
568 0.173711 0.013062 0.973113 4.409925 -2.868740 0.946074 33.886204 -164.333099 -23.090599
569 0.174505 0.014771 0.976043 4.364147 -2.792444 0.839259 33.886204 -164.333099 -23.090599
570 0.174444 0.012452 0.970611 4.455702 -2.929777 0.869778 33.586327 -164.333099 -22.790722
571 0.175115 0.011658 0.974029 4.379406 -2.822962 0.869778 33.586327 -164.333099 -22.790722
572 0.173467 0.012574 0.969024 4.364147 -2.792444 0.946074 33.286449 -165.232727 -22.490843
573 0.172552 0.012818 0.974761 4.364147 -2.807703 0.869778 33.286449 -165.232727 -22.490843
574 0.174383 0.013855 0.975921 4.394665 -2.792444 0.869778 33.286449 -165.232727 -22.490843
575 0.175604 0.012818 0.974639 4.486221 -2.868740 0.885037 33.286449 -164.033218 -23.690355
576 0.173284 0.014344 0.972259 4.394665 -2.899258 0.869778 33.286449 -164.033218 -23.690355
577 0.174871 0.012329 0.969817 4.364147 -2.822962 0.900296 33.286449 -164.033218 -23.390476
578 0.175848 0.014100 0.969512 4.287850 -2.838221 0.808740 33.286449 -164.033218 -23.390476
579 0.175359 0.015137 0.976836 4.348887 -2.838221 0.930815 33.736263 -165.082794 -23.540417
580 0.173467 0.014954 0.976104 4.318369 -2.792444 0.885037 33.736263 -165.082794 -23.540417
581 0.174139 0.012268 0.972137 4.379406 -2.899258 0.869778 33.736263 -165.082794 -23.540417
582 0.176336 0.013916 0.973418 4.379406 -2.914518 0.915555 32.686691 -165.232727 -24.889866
583 0.174444 0.012879 0.972564 4.425184 -2.761925 0.915555 32.686691 -165.232727 -24.889866
584 0.174017 0.013123 0.973479 4.348887 -2.807703 0.885037 32.836632 -164.483032 -23.840294
585 0.173894 0.013794 0.969512 4.379406 -2.746666 0.854518 32.836632 -164.483032 -23.840294
586 0.174078 0.012513 0.973907 4.455702 -2.838221 0.946074 32.836632 -164.483032 -23.840294
587 0.173650 0.012635 0.973662 4.348887 -2.883999 0.885037 33.736263 -164.483032 -23.840294
588 0.174383 0.011780 0.971099 4.409925 -2.883999 0.930815 33.736263 -164.483032 -23.840294
589 0.174261 0.014954 0.972503 4.379406 -2.853481 0.900296 34.036144 -165.382675 -22.340904
590 0.172552 0.013489 0.971770 4.394665 -2.838221 0.854518 34.036144 -165.382675 -22.340904
591 0.176580 0.014832 0.971892 4.425184 -2.807703 0.946074 34.036144 -165.382675 -22.340904
592 0.174871 0.012391 0.970367 4.272591 -2.929777 0.885037 33.436386 -165.082794 -21.441271
593 0.173345 0.013184 0.972625 4.409925 -2.868740 0.854518 33.436386 -165.082794 -21.441271
594 0.172979 0.015503 0.969939 4.425184 -2.807703 0.900296 32.386814 -165.232727 -22.190966
595 0.173650 0.015198 0.972869 4.440443 -2.914518 0.915555 32.386814 -165.232727 -22.190966
596 0.173162 0.011048 0.974822 4.287850 -2.822962 0.854518 32.386814 -165.232727 -22.190966
597 0.174261 0.013916 0.972076 4.409925 -2.883999 0.854518 33.286449 -165.832489 -23.090599
598 0.173711 0.014527 0.973113 4.348887 -2.777184 0.839259 33.286449 -165.832489 -23.090599
599 0.175481 0.014527 0.972442 4.455702 -2.807703 0.869778 33.136509 -165.682541 -23.840294
600 0.174627 0.013001 0.973785 4.470962 -2.899258 0.961333 33.136509 -165.682541 -23.840294
601 0.174627 0.012207 0.975433 4.379406 -2.822962 0.839259 33.136509 -165.682541 -23.840294
602 0.174383 0.014649 0.973113 4.287850 -2.914518 0.808740 32.836632 -165.382675 -23.840294
603 0.174688 0.013611 0.975127 4.425184 -2.716147 0.946074 32.836632 -165.382675 -23.840294
604 0.174749 0.014039 0.970611 4.470962 -2.960295 0.930815 32.086937 -164.632980 -22.790722
605 0.173589 0.013672 0.975188 4.440443 -2.883999 0.915555 32.086937 -164.632980 -22.790722
606 0.172979 0.013184 0.973846 4.379406 -2.899258 0.808740 32.086937 -164.632980 -22.790722
607 0.174444 0.012696 0.971038 4.303110 -2.822962 0.824000 33.286449 -164.632980 -23.090599
608 0.173345 0.013001 0.971221 4.364147 -2.883999 0.839259 33.286449 -164.632980 -23.090599
609 0.174322 0.014588 0.970306 4.379406 -2.838221 0.900296 33.136509 -165.382675 -22.340904
610 0.175787 0.012391 0.971648 4.394665 -2.822962 0.885037 33.136509 -165.382675 -22.340904
611 0.173406 0.012879 0.975188 4.409925 -2.883999 0.915555 33.136509 -165.382675 -22.340904
612 0.175604 0.011475 0.973540 4.455702 -2.883999 0.839259 32.236874 -165.382675 -22.940660
613 0.174505 0.015503 0.973113 4.409925 -2.899258 0.930815 32.236874 -165.382675 -22.940660
614 0.174566 0.014344 0.973846 4.364147 -2.853481 0.915555 32.686691 -165.232727 -22.490843
615 0.175237 0.014649 0.970977 4.348887 -2.914518 0.778222 32.686691 -165.232727 -22.490843
616 0.174017 0.013794 0.973907 4.364147 -2.838221 0.808740 33.286449 -164.632980 -22.190966
617 0.174139 0.014893 0.972503 4.394665 -2.838221 0.824000 33.286449 -164.632980 -22.190966
618 0.172918 0.012085 0.972381 4.394665 -2.822962 0.778222 33.286449 -164.632980 -22.190966
619 0.174078 0.012391 0.971221 4.501480 -2.914518 0.885037 33.286449 -165.232727 -23.090599
620 0.176397 0.014222 0.973601 4.440443 -2.899258 0.885037 33.286449 -165.232727 -23.090599
621 0.173894 0.013855 0.972564 4.425184 -2.899258 0.869778 32.386814 -164.632980 -23.990232
622 0.175787 0.013245 0.971465 4.364147 -2.792444 0.915555 32.386814 -164.632980 -23.990232
623 0.174627 0.013855 0.974151 4.379406 -2.838221 0.854518 32.386814 -164.632980 -23.990232
624 0.175359 0.014039 0.970428 4.379406 -2.838221 0.885037 32.986568 -164.632980 -24.290112
625 0.173162 0.012879 0.974883 4.333628 -2.883999 0.854518 32.986568 -164.632980 -24.290112
626 0.175665 0.012757 0.973846 4.440443 -2.822962 0.854518 33.586327 -164.932846 -23.390476
627 0.174993 0.015320 0.971587 4.379406 -2.960295 0.930815 33.586327 -164.932846 -23.390476
628 0.173345 0.013611 0.975372 4.425184 -2.883999 0.930815 33.586327 -164.932846 -23.390476
629 0.174322 0.013489 0.974090 4.425184 -2.929777 0.839259 34.336021 -164.483032 -22.940660
630 0.173650 0.014283 0.975188 4.333628 -2.838221 0.839259 34.336021 -164.483032 -22.940660
631 0.174810 0.014466 0.969451 4.394665 -2.883999 0.961333 33.586327 -164.033218 -22.490843
632 0.174932 0.014222 0.976470 4.394665 -2.822962 0.885037 33.586327 -164.033218 -22.490843
633 0.174139 0.014405 0.973846 4.440443 -2.883999 0.885037 33.586327 -164.033218 -22.490843
634 0.175237 0.013489 0.973907 4.333628 -2.868740 0.900296 34.635899 -165.082794 -23.540417
635 0.174627 0.014954 0.975005 4.455702 -2.838221 0.869778 34.635899 -165.082794 -23.540417
636 0.175298 0.014039 0.974395 4.348887 -2.838221 0.869778 32.386814 -165.532608 -23.690355
637 0.175176 0.015320 0.971282 4.409925 -2.792444 0.854518 32.386814 -165.532608 -23.690355
638 0.174688 0.012513 0.974212 4.409925 -2.960295 0.885037 32.386814 -165.532608 -23.690355
639 0.174810 0.012940 0.972930 4.425184 -2.868740 0.915555 33.736263 -164.782913 -23.840294
640 0.173711 0.015198 0.971465 4.440443 -2.853481 0.869778 33.736263 -164.782913 -23.840294
641 0.174505 0.014100 0.969634 4.409925 -2.868740 0.930815 33.736263 -165.382675 -23.540417
642 0.173467 0.013367 0.974456 4.379406 -2.853481 0.961333 33.736263 -165.382675 -23.540417
643 0.174749 0.014344 0.969390 4.425184 -2.853481 0.946074 33.736263 -165.382675 -23.540417
644 0.173406 0.012574 0.974517 4.409925 -2.868740 0.930815 34.036144 -165.982422 -22.340904
645 0.174017 0.014039 0.973296 4.440443 -2.990814 0.930815 34.036144 -165.982422 -22.340904
646 0.173589 0.014832 0.970122 4.440443 -2.914518 0.854518 33.586327 -163.733337 -22.790722
647 0.174627 0.013489 0.973601 4.379406 -2.853481 0.915555 33.586327 -163.733337 -22.790722
648 0.173772 0.014283 0.974334 4.440443 -2.807703 0.915555 33.586327 -163.733337 -22.790722
649 0.173650 0.013672 0.971099 4.394665 -2.838221 0.839259 33.736263 -165.082794 -22.940660
650 0.173711 0.014832 0.974273 4.409925 -2.914518 0.930815 33.736263 -165.082794 -22.940660
651 0.172613 0.012268 0.971221 4.425184 -2.822962 0.900296 32.986568 -165.832489 -22.790722
652 0.174871 0.012574 0.974822 4.348887 -2.883999 0.900296 32.986568 -165.832489 -22.790722
653 0.173406 0.014039 0.971282 4.318369 -2.807703 0.885037 32.986568 -165.832489 -22.790722
654 0.173528 0.013794 0.974883 4.455702 -2.853481 0.869778 34.036144 -164.183151 -24.140171
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