-
Notifications
You must be signed in to change notification settings - Fork 1.1k
/
ahrs_float_cmpl.c
441 lines (347 loc) · 14.7 KB
/
ahrs_float_cmpl.c
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
/*
* Copyright (C) 2010 The Paparazzi Team
*
* This file is part of paparazzi.
*
* paparazzi is free software; you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation; either version 2, or (at your option)
* any later version.
*
* paparazzi is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with paparazzi; see the file COPYING. If not, write to
* the Free Software Foundation, 59 Temple Place - Suite 330,
* Boston, MA 02111-1307, USA.
*/
#include "subsystems/ahrs.h"
#include "subsystems/ahrs/ahrs_float_cmpl.h"
#include "subsystems/ahrs/ahrs_float_utils.h"
#include "subsystems/ahrs/ahrs_aligner.h"
#include "subsystems/imu.h"
#include "math/pprz_algebra_float.h"
#include "math/pprz_algebra_int.h"
#include "math/pprz_simple_matrix.h"
#include "generated/airframe.h"
#if USE_GPS
#include "subsystems/gps.h"
#endif
//#include "../../test/pprz_algebra_print.h"
#if AHRS_PROPAGATE_RMAT && AHRS_PROPAGATE_QUAT
#error "You can only define either AHRS_PROPAGATE_RMAT or AHRS_PROPAGATE_QUAT, not both!"
#endif
#if !AHRS_PROPAGATE_RMAT && !AHRS_PROPAGATE_QUAT
#error "You have to define either AHRS_PROPAGATE_RMAT or AHRS_PROPAGATE_QUAT"
#endif
#ifdef AHRS_MAG_UPDATE_YAW_ONLY
#warning "AHRS_MAG_UPDATE_YAW_ONLY is deprecated, please remove it. This is the default behaviour. Define AHRS_MAG_UPDATE_ALL_AXES to use mag for all axes and not only yaw."
#endif
#if USE_MAGNETOMETER && AHRS_USE_GPS_HEADING
#warning "Using magnetometer and GPS course to update heading. Probably better to set USE_MAGNETOMETER=0 if you want to use GPS course."
#endif
#ifndef AHRS_PROPAGATE_FREQUENCY
#define AHRS_PROPAGATE_FREQUENCY PERIODIC_FREQUENCY
#endif
#ifdef AHRS_UPDATE_FW_ESTIMATOR
// remotely settable
#ifndef INS_ROLL_NEUTRAL_DEFAULT
#define INS_ROLL_NEUTRAL_DEFAULT 0
#endif
#ifndef INS_PITCH_NEUTRAL_DEFAULT
#define INS_PITCH_NEUTRAL_DEFAULT 0
#endif
float ins_roll_neutral = INS_ROLL_NEUTRAL_DEFAULT;
float ins_pitch_neutral = INS_PITCH_NEUTRAL_DEFAULT;
#endif //AHRS_UPDATE_FW_ESTIMATOR
void ahrs_update_mag_full(void);
void ahrs_update_mag_2d(void);
void ahrs_update_mag_2d_dumb(void);
static inline void compute_body_orientation_and_rates(void);
struct AhrsFloatCmpl ahrs_impl;
void ahrs_init(void) {
ahrs.status = AHRS_UNINIT;
ahrs_impl.ltp_vel_norm_valid = FALSE;
ahrs_impl.heading_aligned = FALSE;
/* Initialises IMU alignement */
struct FloatEulers body_to_imu_euler =
{IMU_BODY_TO_IMU_PHI, IMU_BODY_TO_IMU_THETA, IMU_BODY_TO_IMU_PSI};
FLOAT_QUAT_OF_EULERS(ahrs_impl.body_to_imu_quat, body_to_imu_euler);
FLOAT_RMAT_OF_EULERS(ahrs_impl.body_to_imu_rmat, body_to_imu_euler);
/* Set ltp_to_imu so that body is zero */
QUAT_COPY(ahrs_impl.ltp_to_imu_quat, ahrs_impl.body_to_imu_quat);
RMAT_COPY(ahrs_impl.ltp_to_imu_rmat, ahrs_impl.body_to_imu_rmat);
FLOAT_RATES_ZERO(ahrs_impl.imu_rate);
#if AHRS_GRAVITY_UPDATE_COORDINATED_TURN
ahrs_impl.correct_gravity = TRUE;
#else
ahrs_impl.correct_gravity = FALSE;
#endif
}
void ahrs_align(void) {
#if USE_MAGNETOMETER
/* Compute an initial orientation from accel and mag directly as quaternion */
ahrs_float_get_quat_from_accel_mag(&ahrs_impl.ltp_to_imu_quat, &ahrs_aligner.lp_accel, &ahrs_aligner.lp_mag);
ahrs_impl.heading_aligned = TRUE;
#else
/* Compute an initial orientation from accel and just set heading to zero */
ahrs_float_get_quat_from_accel(&ahrs_impl.ltp_to_imu_quat, &ahrs_aligner.lp_accel);
ahrs_impl.heading_aligned = FALSE;
#endif
/* Convert initial orientation from quat to rotation matrix representations. */
FLOAT_RMAT_OF_QUAT(ahrs_impl.ltp_to_imu_rmat, ahrs_impl.ltp_to_imu_quat);
/* Compute initial body orientation */
compute_body_orientation_and_rates();
/* used averaged gyro as initial value for bias */
struct Int32Rates bias0;
RATES_COPY(bias0, ahrs_aligner.lp_gyro);
RATES_FLOAT_OF_BFP(ahrs_impl.gyro_bias, bias0);
ahrs.status = AHRS_RUNNING;
}
void ahrs_propagate(void) {
/* converts gyro to floating point */
struct FloatRates gyro_float;
RATES_FLOAT_OF_BFP(gyro_float, imu.gyro_prev);
/* unbias measurement */
RATES_SUB(gyro_float, ahrs_impl.gyro_bias);
#ifdef AHRS_PROPAGATE_LOW_PASS_RATES
const float alpha = 0.1;
FLOAT_RATES_LIN_CMB(ahrs_impl.imu_rate, ahrs_impl.imu_rate, (1.-alpha), gyro_float, alpha);
#else
RATES_COPY(ahrs_impl.imu_rate,gyro_float);
#endif
/* add correction */
struct FloatRates omega;
RATES_SUM(omega, gyro_float, ahrs_impl.rate_correction);
/* and zeros it */
FLOAT_RATES_ZERO(ahrs_impl.rate_correction);
const float dt = 1./AHRS_PROPAGATE_FREQUENCY;
#if AHRS_PROPAGATE_RMAT
FLOAT_RMAT_INTEGRATE_FI(ahrs_impl.ltp_to_imu_rmat, omega, dt);
float_rmat_reorthogonalize(&ahrs_impl.ltp_to_imu_rmat);
FLOAT_QUAT_OF_RMAT(ahrs_impl.ltp_to_imu_quat, ahrs_impl.ltp_to_imu_rmat);
#endif
#if AHRS_PROPAGATE_QUAT
FLOAT_QUAT_INTEGRATE(ahrs_impl.ltp_to_imu_quat, omega, dt);
FLOAT_QUAT_NORMALIZE(ahrs_impl.ltp_to_imu_quat);
FLOAT_RMAT_OF_QUAT(ahrs_impl.ltp_to_imu_rmat, ahrs_impl.ltp_to_imu_quat);
#endif
compute_body_orientation_and_rates();
}
void ahrs_update_accel(void) {
/* last column of roation matrix = ltp z-axis in imu-frame */
struct FloatVect3 c2 = { RMAT_ELMT(ahrs_impl.ltp_to_imu_rmat, 0,2),
RMAT_ELMT(ahrs_impl.ltp_to_imu_rmat, 1,2),
RMAT_ELMT(ahrs_impl.ltp_to_imu_rmat, 2,2)};
struct FloatVect3 imu_accel_float;
ACCELS_FLOAT_OF_BFP(imu_accel_float, imu.accel);
struct FloatVect3 residual;
if (ahrs_impl.correct_gravity && ahrs_impl.ltp_vel_norm_valid) {
/*
* centrifugal acceleration in body frame
* a_c_body = omega x (omega x r)
* (omega x r) = tangential velocity in body frame
* a_c_body = omega x vel_tangential_body
* assumption: tangential velocity only along body x-axis
*/
const struct FloatVect3 vel_tangential_body = {ahrs_impl.ltp_vel_norm, 0.0, 0.0};
struct FloatVect3 acc_c_body;
VECT3_RATES_CROSS_VECT3(acc_c_body, *stateGetBodyRates_f(), vel_tangential_body);
/* convert centrifugal acceleration from body to imu frame */
struct FloatVect3 acc_c_imu;
FLOAT_RMAT_VECT3_MUL(acc_c_imu, ahrs_impl.body_to_imu_rmat, acc_c_body);
/* and subtract it from imu measurement to get a corrected measurement of the gravitiy vector */
struct FloatVect3 corrected_gravity;
VECT3_DIFF(corrected_gravity, imu_accel_float, acc_c_imu);
/* compute the residual of gravity vector in imu frame */
FLOAT_VECT3_CROSS_PRODUCT(residual, corrected_gravity, c2);
} else {
FLOAT_VECT3_CROSS_PRODUCT(residual, imu_accel_float, c2);
}
#ifdef AHRS_GRAVITY_UPDATE_NORM_HEURISTIC
/* heuristic on acceleration norm */
const float acc_norm = FLOAT_VECT3_NORM(imu_accel_float);
const float weight = Chop(1.-6*fabs((9.81-acc_norm)/9.81), 0., 1.);
#else
const float weight = 1.;
#endif
/* compute correction */
const float gravity_rate_update_gain = -5e-2; // -5e-2
FLOAT_RATES_ADD_SCALED_VECT(ahrs_impl.rate_correction, residual, weight*gravity_rate_update_gain);
const float gravity_bias_update_gain = 1e-5; // -5e-6
FLOAT_RATES_ADD_SCALED_VECT(ahrs_impl.gyro_bias, residual, weight*gravity_bias_update_gain);
/* FIXME: saturate bias */
}
void ahrs_update_mag(void) {
#if AHRS_MAG_UPDATE_ALL_AXES
ahrs_update_mag_full();
#else
ahrs_update_mag_2d();
#endif
}
void ahrs_update_mag_full(void) {
const struct FloatVect3 expected_ltp = {AHRS_H_X, AHRS_H_Y, AHRS_H_Z};
struct FloatVect3 expected_imu;
FLOAT_RMAT_VECT3_MUL(expected_imu, ahrs_impl.ltp_to_imu_rmat, expected_ltp);
struct FloatVect3 measured_imu;
MAGS_FLOAT_OF_BFP(measured_imu, imu.mag);
struct FloatVect3 residual_imu;
FLOAT_VECT3_CROSS_PRODUCT(residual_imu, measured_imu, expected_imu);
// DISPLAY_FLOAT_VECT3("# expected", expected_imu);
// DISPLAY_FLOAT_VECT3("# measured", measured_imu);
// DISPLAY_FLOAT_VECT3("# residual", residual);
const float mag_rate_update_gain = 2.5;
FLOAT_RATES_ADD_SCALED_VECT(ahrs_impl.rate_correction, residual_imu, mag_rate_update_gain);
const float mag_bias_update_gain = -2.5e-3;
FLOAT_RATES_ADD_SCALED_VECT(ahrs_impl.gyro_bias, residual_imu, mag_bias_update_gain);
}
void ahrs_update_mag_2d(void) {
const struct FloatVect2 expected_ltp = {AHRS_H_X, AHRS_H_Y};
struct FloatVect3 measured_imu;
MAGS_FLOAT_OF_BFP(measured_imu, imu.mag);
struct FloatVect3 measured_ltp;
FLOAT_RMAT_VECT3_TRANSP_MUL(measured_ltp, ahrs_impl.ltp_to_imu_rmat, measured_imu);
const struct FloatVect3 residual_ltp =
{ 0,
0,
measured_ltp.x * expected_ltp.y - measured_ltp.y * expected_ltp.x };
// printf("res : %f\n", residual_ltp.z);
struct FloatVect3 residual_imu;
FLOAT_RMAT_VECT3_MUL(residual_imu, ahrs_impl.ltp_to_imu_rmat, residual_ltp);
const float mag_rate_update_gain = 2.5;
FLOAT_RATES_ADD_SCALED_VECT(ahrs_impl.rate_correction, residual_imu, mag_rate_update_gain);
const float mag_bias_update_gain = -2.5e-3;
FLOAT_RATES_ADD_SCALED_VECT(ahrs_impl.gyro_bias, residual_imu, mag_bias_update_gain);
}
void ahrs_update_mag_2d_dumb(void) {
/* project mag on local tangeant plane */
struct FloatEulers ltp_to_imu_euler;
FLOAT_EULERS_OF_RMAT(ltp_to_imu_euler, ahrs_impl.ltp_to_imu_rmat);
struct FloatVect3 magf;
MAGS_FLOAT_OF_BFP(magf, imu.mag);
const float cphi = cosf(ltp_to_imu_euler.phi);
const float sphi = sinf(ltp_to_imu_euler.phi);
const float ctheta = cosf(ltp_to_imu_euler.theta);
const float stheta = sinf(ltp_to_imu_euler.theta);
const float mn = ctheta * magf.x + sphi*stheta*magf.y + cphi*stheta*magf.z;
const float me = 0. * magf.x + cphi *magf.y - sphi *magf.z;
const float res_norm = -RMAT_ELMT(ahrs_impl.ltp_to_imu_rmat, 0,0)*me + RMAT_ELMT(ahrs_impl.ltp_to_imu_rmat, 1,0)*mn;
const struct FloatVect3 r2 = {RMAT_ELMT(ahrs_impl.ltp_to_imu_rmat, 2,0),
RMAT_ELMT(ahrs_impl.ltp_to_imu_rmat, 2,1),
RMAT_ELMT(ahrs_impl.ltp_to_imu_rmat, 2,2)};
const float mag_rate_update_gain = 2.5;
FLOAT_RATES_ADD_SCALED_VECT(ahrs_impl.rate_correction, r2, (mag_rate_update_gain*res_norm));
const float mag_bias_update_gain = -2.5e-4;
FLOAT_RATES_ADD_SCALED_VECT(ahrs_impl.gyro_bias, r2, (mag_bias_update_gain*res_norm));
}
void ahrs_update_gps(void) {
#if AHRS_GRAVITY_UPDATE_COORDINATED_TURN && USE_GPS
if (gps.fix == GPS_FIX_3D) {
ahrs_impl.ltp_vel_norm = gps.speed_3d / 100.;
ahrs_impl.ltp_vel_norm_valid = TRUE;
} else {
ahrs_impl.ltp_vel_norm_valid = FALSE;
}
#endif
#if AHRS_USE_GPS_HEADING && USE_GPS
//got a 3d fix, ground speed > 0.5 m/s and course accuracy is better than 10deg
if(gps.fix == GPS_FIX_3D &&
gps.gspeed >= 500 &&
gps.cacc <= RadOfDeg(10*1e7)) {
// gps.course is in rad * 1e7, we need it in rad
float course = gps.course / 1e7;
if (ahrs_impl.heading_aligned) {
/* the assumption here is that there is no side-slip, so heading=course */
ahrs_update_heading(course);
}
else {
/* hard reset the heading if this is the first measurement */
ahrs_realign_heading(course);
}
}
#endif
}
void ahrs_update_heading(float heading) {
FLOAT_ANGLE_NORMALIZE(heading);
struct FloatRMat* ltp_to_body_rmat = stateGetNedToBodyRMat_f();
// row 0 of ltp_to_body_rmat = body x-axis in ltp frame
// we only consider x and y
struct FloatVect2 expected_ltp =
{ RMAT_ELMT(*ltp_to_body_rmat, 0, 0),
RMAT_ELMT(*ltp_to_body_rmat, 0, 1) };
// expected_heading cross measured_heading
struct FloatVect3 residual_ltp =
{ 0,
0,
expected_ltp.x * sinf(heading) - expected_ltp.y * cosf(heading)};
struct FloatVect3 residual_imu;
FLOAT_RMAT_VECT3_MUL(residual_imu, ahrs_impl.ltp_to_imu_rmat, residual_ltp);
const float heading_rate_update_gain = 2.5;
FLOAT_RATES_ADD_SCALED_VECT(ahrs_impl.rate_correction, residual_imu, heading_rate_update_gain);
float heading_bias_update_gain;
/* crude attempt to only update bias if deviation is small
* e.g. needed when you only have gps providing heading
* and the inital heading is totally different from
* the gps course information you get once you have a gps fix.
* Otherwise the bias will be falsely "corrected".
*/
if (fabs(residual_ltp.z) < sinf(RadOfDeg(5.)))
heading_bias_update_gain = -2.5e-4;
else
heading_bias_update_gain = 0.0;
FLOAT_RATES_ADD_SCALED_VECT(ahrs_impl.gyro_bias, residual_imu, heading_bias_update_gain);
}
void ahrs_realign_heading(float heading) {
FLOAT_ANGLE_NORMALIZE(heading);
/* quaternion representing only the heading rotation from ltp to body */
struct FloatQuat q_h_new;
q_h_new.qx = 0.0;
q_h_new.qy = 0.0;
q_h_new.qz = sinf(heading/2.0);
q_h_new.qi = cosf(heading/2.0);
struct FloatQuat* ltp_to_body_quat = stateGetNedToBodyQuat_f();
/* quaternion representing current heading only */
struct FloatQuat q_h;
QUAT_COPY(q_h, *ltp_to_body_quat);
q_h.qx = 0.;
q_h.qy = 0.;
FLOAT_QUAT_NORMALIZE(q_h);
/* quaternion representing rotation from current to new heading */
struct FloatQuat q_c;
FLOAT_QUAT_INV_COMP_NORM_SHORTEST(q_c, q_h, q_h_new);
/* correct current heading in body frame */
struct FloatQuat q;
FLOAT_QUAT_COMP_NORM_SHORTEST(q, q_c, *ltp_to_body_quat);
/* compute ltp to imu rotation quaternion and matrix */
FLOAT_QUAT_COMP(ahrs_impl.ltp_to_imu_quat, q, ahrs_impl.body_to_imu_quat);
FLOAT_RMAT_OF_QUAT(ahrs_impl.ltp_to_imu_rmat, ahrs_impl.ltp_to_imu_quat);
/* set state */
stateSetNedToBodyQuat_f(&q);
ahrs_impl.heading_aligned = TRUE;
}
/**
* Compute body orientation and rates from imu orientation and rates
*/
static inline void compute_body_orientation_and_rates(void) {
/* Compute LTP to BODY quaternion */
struct FloatQuat ltp_to_body_quat;
FLOAT_QUAT_COMP_INV(ltp_to_body_quat, ahrs_impl.ltp_to_imu_quat, ahrs_impl.body_to_imu_quat);
/* Set state */
#ifdef AHRS_UPDATE_FW_ESTIMATOR
struct FloatEulers neutrals_to_body_eulers = { ins_roll_neutral, ins_pitch_neutral, 0. };
struct FloatQuat neutrals_to_body_quat, ltp_to_neutrals_quat;
FLOAT_QUAT_OF_EULERS(neutrals_to_body_quat, neutrals_to_body_eulers);
FLOAT_QUAT_NORMALIZE(neutrals_to_body_quat);
FLOAT_QUAT_COMP_INV(ltp_to_neutrals_quat, ltp_to_body_quat, neutrals_to_body_quat);
stateSetNedToBodyQuat_f(<p_to_neutrals_quat);
#else
stateSetNedToBodyQuat_f(<p_to_body_quat);
#endif
/* compute body rates */
struct FloatRates body_rate;
FLOAT_RMAT_TRANSP_RATEMULT(body_rate, ahrs_impl.body_to_imu_rmat, ahrs_impl.imu_rate);
stateSetBodyRates_f(&body_rate);
}