Mixers: Generate from geometry description files

Mixers: List geom files in CMakeLists.txt

Mixers: add option to normalize like legacy script

Fix py2 compatibility
This commit is contained in:
Julien Lecoeur 2017-10-05 15:02:27 +02:00 committed by Beat Küng
parent f06695c7b1
commit 99f6c4dbc3
3 changed files with 384 additions and 4 deletions

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@ -33,12 +33,22 @@
include_directories(${CMAKE_CURRENT_BINARY_DIR})
set(geom_files
quad_x.toml
)
set(geom_list)
foreach(geom_file ${geom_files})
list(APPEND geom_list ${CMAKE_CURRENT_SOURCE_DIR}/geoms/${geom_file})
endforeach()
add_custom_command(OUTPUT ${CMAKE_CURRENT_BINARY_DIR}/mixer_multirotor.generated.h
COMMAND ${PYTHON_EXECUTABLE} ${CMAKE_CURRENT_SOURCE_DIR}/multi_tables.py > ${CMAKE_CURRENT_BINARY_DIR}/mixer_multirotor.generated.h
DEPENDS ${CMAKE_CURRENT_SOURCE_DIR}/multi_tables.py
COMMAND ${PYTHON_EXECUTABLE} ${CMAKE_CURRENT_SOURCE_DIR}/geoms/tools/px_generate_mixers.py -f ${geom_list} -o ${CMAKE_CURRENT_BINARY_DIR}/mixer_multirotor.generated.h
DEPENDS ${CMAKE_CURRENT_SOURCE_DIR}/geoms/tools/px_generate_mixers.py ${geom_list}
)
add_custom_target(mixer_gen DEPENDS ${CMAKE_CURRENT_BINARY_DIR}/mixer_multirotor.generated.h)
add_custom_target(mixer_gen
DEPENDS ${CMAKE_CURRENT_BINARY_DIR}/mixer_multirotor.generated.h ${geom_list})
px4_add_module(
MODULE modules__systemlib__mixer
@ -53,4 +63,4 @@ px4_add_module(
platforms__common
mixer_gen
)
# vim: set noet ft=cmake fenc=utf-8 ff=unix :
# vim: set noet ft=cmake fenc=utf-8 ff=unix :

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@ -0,0 +1,30 @@
# Generic Quadcopter in X configuration
[info]
name = "QUAD_X"
key = "4x"
description = "Generic Quadcopter in X configuration"
[rotor_default]
direction = "CW"
axis = [0.0, 0.0, -1.0]
Ct = 1.0
Cm = 0.01
[[rotors]]
name = "front_right"
position = [1.0, 1.0, 0.0]
direction = "CCW"
[[rotors]]
name = "rear_left"
position = [-1.0, -1.0, 0.0]
direction = "CCW"
[[rotors]]
name = "front_left"
position = [1.0, -1.0, 0.0]
[[rotors]]
name = "rear_right"
position = [-1.0, 1.0, 0.0]

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@ -0,0 +1,340 @@
#!/usr/bin/env python
#############################################################################
#
# Copyright (C) 2013-2016 PX4 Development Team. All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions
# are met:
#
# 1. Redistributions of source code must retain the above copyright
# notice, this list of conditions and the following disclaimer.
# 2. Redistributions in binary form must reproduce the above copyright
# notice, this list of conditions and the following disclaimer in
# the documentation and/or other materials provided with the
# distribution.
# 3. Neither the name PX4 nor the names of its contributors may be
# used to endorse or promote products derived from this software
# without specific prior written permission.
#
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS
# FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE
# COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT,
# INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
# BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS
# OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED
# AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT
# LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN
# ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
# POSSIBILITY OF SUCH DAMAGE.
#
#############################################################################
"""
px_generate_mixers.py
Generates c/cpp header/source files for multirotor mixers
from geometry descriptions files (.toml format)
"""
try:
import toml
import numpy as np
except ImportError as e:
print("python import error: ", e)
print('''
Required python packages not installed.
On a Debian/Ubuntu system please run:
sudo apt-get install python-toml python-numpy
On MacOS please run:
sudo pip install numpy toml
On Windows please run:
easy_install numpy toml
''')
exit(1)
__author__ = "Julien Lecoeur"
__copyright__ = "Copyright (C) 2013-2017 PX4 Development Team."
__license__ = "BSD"
__email__ = "julien.lecoeur@gmail.com"
def parse_geom_toml(filename):
'''
Parses toml geometry file and returns a dictionary with curated list of rotors
'''
import toml
# Load toml file
d = toml.load(filename)
# Check default rotor config
if 'rotor_default' in d:
default = d['rotor_default']
else:
default = {}
# Convert rotors
rotor_list = []
if 'rotors' in d:
for r in d['rotors']:
# Make sure all fields are defined, fill missing with default
for field in ['name', 'position', 'axis', 'direction', 'Ct', 'Cm']:
if field not in r:
if field in default:
r[field] = default[field]
else:
print(filename + ': Error, unspecified field ' + field + ' for rotor ' + r['name'])
# Check fields
r['direction'] = r['direction'].upper()
if r['direction'] not in ['CW', 'CCW']:
print(filename + ': Error, invalid direction value "' + r['direction'] + '" for rotor ' + r['name'])
# Add rotor to list
rotor_list.append(r)
# Clean dictionary
geom = {'info': d['info'],
'rotors': rotor_list}
return geom
def torque_matrix(center, axis, dirs, Ct, Cm):
'''
Compute torque generated by rotors
'''
# normalize rotor axis
ax = axis / np.linalg.norm(axis, axis=1)[:,np.newaxis]
torque = Ct * np.cross(center, ax) - Cm * ax * dirs
return torque
def geom_to_torque_matrix(geom):
'''
Compute torque matrix Am and Bm from geometry dictionnary
Am is a 3xN matrix where N is the number of rotors
Each column is the torque generated by one rotor
'''
Am = torque_matrix(center=np.array([rotor['position'] for rotor in geom['rotors']]),
axis=np.array([rotor['axis'] for rotor in geom['rotors']]),
dirs=np.array([[1.0 if rotor['direction'] == 'CCW' else -1.0]
for rotor in geom['rotors']]),
Ct=np.array([[rotor['Ct']] for rotor in geom['rotors']]),
Cm=np.array([[rotor['Cm']] for rotor in geom['rotors']])).T
return Am
def thrust_matrix(axis, Ct):
'''
Compute thrust generated by rotors
'''
# Normalize rotor axis
ax = axis / np.linalg.norm(axis, axis=1)[:,np.newaxis]
thrust = Ct * ax
return thrust
def geom_to_thrust_matrix(geom):
'''
Compute thrust matrix At from geometry dictionnary
At is a 3xN matrix where N is the number of rotors
Each column is the thrust generated by one rotor
'''
At = thrust_matrix(axis=np.array([rotor['axis'] for rotor in geom['rotors']]),
Ct=np.array([[rotor['Ct']] for rotor in geom['rotors']])).T
return At
def geom_to_mix(geom):
'''
Compute combined torque & thrust matrix A and mix matrix B from geometry dictionnary
A is a 6xN matrix where N is the number of rotors
Each column is the torque and thrust generated by one rotor
B is a Nx6 matrix where N is the number of rotors
Each column is the command to apply to the servos to get
roll torque, pitch torque, yaw torque, x thrust, y thrust, z thrust
'''
# Combined torque & thrust matrix
At = geom_to_thrust_matrix(geom)
Am = geom_to_torque_matrix(geom)
A = np.vstack([Am, At])
# Mix matrix computed as pseudoinverse of A
B = np.linalg.pinv(A)
return A, B
def normalize_mix_px4(B):
'''
Normalize mix for PX4
This is for compatibility only and should ideally not be used
'''
B_norm = np.linalg.norm(B,axis=0)
B_max = np.abs(B).max(axis=0)
# Same scale on roll and pitch
B_norm[0] = max(B_norm[0], B_norm[1]) / np.sqrt(B.shape[0] / 2.0)
B_norm[1] = B_norm[0]
# Scale yaw separately
B_norm[2] = B_max[2]
# Same scale on x, y
B_norm[3] = max(B_max[3], B_max[4])
B_norm[4] = B_norm[3]
# Scale z thrust separately
B_norm[5] = B_max[5]
# Normalize
B_norm[np.abs(B_norm)<1e-3] = 1
B_px = (B / B_norm)
return B_px
def generate_mixer_multirotor_header(geom_list, use_normalized_mix=False, use_6dof=False):
'''
Generate C header file with same format as multi_tables.py
TODO: rewrite using templates (see generation of uORB headers)
'''
from io import StringIO
buf = StringIO()
# Print Header
buf.write(u"/*\n")
buf.write(u"* This file is automatically generated by px_generate_mixers.py - do not edit.\n")
buf.write(u"*/\n")
buf.write(u"\n")
buf.write(u"#ifndef _MIXER_MULTI_TABLES\n")
buf.write(u"#define _MIXER_MULTI_TABLES\n")
buf.write(u"\n")
# Print enum
buf.write(u"enum class MultirotorGeometry : MultirotorGeometryUnderlyingType {\n")
for i, geom in enumerate(geom_list):
buf.write(u"\t{} = {},\n".format(geom['info']['name'].upper(), i))
buf.write(u"\n\tMAX_GEOMETRY\n")
buf.write(u"}; // enum class MultirotorGeometry\n\n")
# Print mixer gains
buf.write(u"namespace {\n")
for geom in geom_list:
# Get desired mix matrix
if use_normalized_mix:
mix = geom['mix']['B_px']
else:
mix = geom['mix']['B']
buf.write(u"const MultirotorMixer::Rotor _config_{}[] = {{\n".format(geom['info']['name']))
for row in mix:
if use_6dof:
# 6dof mixer
buf.write(u"\t{{ {:9f}, {:9f}, {:9f}, {:9f}, {:9f}, {:9f} }},\n".format(
row[0], row[1], row[2],
row[3], row[4], row[5]))
else:
# 4dof mixer
buf.write(u"\t{{ {:9f}, {:9f}, {:9f}, {:9f} }},\n".format(
row[0], row[1], row[2],
-row[5])) # Upward thrust is positive TODO: to remove this, adapt PX4 to use NED correctly
buf.write(u"};\n\n")
# Print geom indeces
buf.write(u"const MultirotorMixer::Rotor *_config_index[] = {\n")
for geom in geom_list:
buf.write(u"\t&_config_{}[0],\n".format(geom['info']['name']))
buf.write(u"};\n\n")
# Print geom rotor counts
buf.write(u"const unsigned _config_rotor_count[] = {\n")
for geom in geom_list:
buf.write(u"\t{}, /* {} */\n".format(len(geom['rotors']), geom['info']['name']))
buf.write(u"};\n\n")
# Print geom key
buf.write(u"const char* _config_key[] = {\n")
for geom in geom_list:
buf.write(u"\t\"{}\",\t/* {} */\n".format(geom['info']['key'], geom['info']['name']))
buf.write(u"};\n\n")
# Print footer
buf.write(u"} // anonymous namespace\n\n")
buf.write(u"#endif /* _MIXER_MULTI_TABLES */\n\n")
return buf.getvalue()
if __name__ == '__main__':
import argparse
import glob
# Parse arguments
parser = argparse.ArgumentParser(
description='Convert geom .toml files to mixer headers')
parser.add_argument('-d', dest='dir',
help='directory with geom files')
parser.add_argument('-f', dest='files',
help="files to convert (use only without -d)",
nargs="+")
parser.add_argument('-o', dest='outputfile',
help='output header file')
parser.add_argument('--normalize', help='Use normalized mixers (compatibility mode)',
action='store_true')
parser.add_argument('--sixdof', help='Use 6dof mixers',
action='store_true')
args = parser.parse_args()
# Find toml files
if args.files is not None:
filenames = args.files
else:
filenames = glob.glob(args.dir + '/*.toml')
# List of geometries
geom_list = []
for filename in filenames:
# Parse geom file
geom = parse_geom_toml(filename)
# Compute torque and thrust matrices
A, B = geom_to_mix(geom)
# Normalize mixer
B_px = normalize_mix_px4(B)
# Store matrices in geom
geom['mix'] = {'A': A, 'B': B, 'B_px': B_px}
# Add to list
geom_list.append(geom)
# print('\nFilename')
# print(filename)
# print('\nGeometry')
# print(geom)
# print('\nA:')
# print(A.round(2))
# print('\nB:')
# print(B.round(2))
# print('\nNormalized Mix (as in PX4):')
# print(B_px)
# print('\n-----------------------------')
# Generate header file
header = generate_mixer_multirotor_header(geom_list,
use_normalized_mix=args.normalize,
use_6dof=args.sixdof)
# print(header)
# Write header file
with open(args.outputfile, 'w') as fd:
fd.write(header)