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mag_control: fuse fake heading during leveling fine alignment (#17964)

Browse Source 
Co-authored-by: Daniel Agar <daniel@agar.ca>
This commit is contained in:
Mathieu Bresciani
2021-07-27 11:50:50 +02:00
committed by GitHub
parent f2ae8ae814
commit 17ebcd2456
5 changed files with 765 additions and 755 deletions
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src/modules/ekf2/EKF/ekf.h
+1 -1
View File
@@ -395,7 +395,7 @@ private:
uint64_t _time_yaw_started{0}; ///< last system time in usec that a yaw rotation manoeuvre was detected
uint8_t _num_bad_flight_yaw_events{0}; ///< number of times a bad heading has been detected in flight and required a yaw reset
uint64_t _mag_use_not_inhibit_us{0}; ///< last system time in usec before magnetometer use was inhibited
float _last_static_yaw{0.0f}; ///< last yaw angle recorded when on ground motion checks were passing (rad)
float _last_static_yaw{NAN}; ///< last yaw angle recorded when on ground motion checks were passing (rad)
bool _mag_inhibit_yaw_reset_req{false}; ///< true when magnetometer inhibit has been active for long enough to require a yaw reset when conditions improve.
bool _mag_yaw_reset_req{false}; ///< true when a reset of the yaw using the magnetometer data has been requested
src/modules/ekf2/EKF/mag_control.cpp
+18 -18
View File
@@ -41,23 +41,6 @@
void Ekf::controlMagFusion()
{
// handle undefined behaviour
if (_params.mag_fusion_type > MAG_FUSE_TYPE_NONE) {
return;
}
// When operating without a magnetometer and no other source of yaw aiding is active,
// yaw fusion is run selectively to enable yaw gyro bias learning when stationary on
// ground and to prevent uncontrolled yaw variance growth
if (_params.mag_fusion_type == MAG_FUSE_TYPE_NONE) {
if (noOtherYawAidingThanMag()) {
_is_yaw_fusion_inhibited = true;
fuseHeading();
}
return;
}
checkMagFieldStrength();
// If we are on ground, reset the flight alignment flag so that the mag fields will be
@@ -67,8 +50,25 @@ void Ekf::controlMagFusion()
_num_bad_flight_yaw_events = 0;
}
if (_control_status.flags.mag_fault || !_control_status.flags.tilt_align) {
// When operating without a magnetometer and no other source of yaw aiding is active,
// yaw fusion is run selectively to enable yaw gyro bias learning when stationary on
// ground and to prevent uncontrolled yaw variance growth
// Also fuse zero heading innovation during the leveling fine alignment step to keep the yaw variance low
if (_params.mag_fusion_type >= MAG_FUSE_TYPE_NONE
|| _control_status.flags.mag_fault
|| !_control_status.flags.tilt_align) {
stopMagFusion();
if (noOtherYawAidingThanMag()) {
// TODO: setting _is_yaw_fusion_inhibited to true is required to tell
// fuseHeading to perform a "zero innovation heading fusion"
// We should refactor it to avoid using this flag here
_is_yaw_fusion_inhibited = true;
fuseHeading();
_is_yaw_fusion_inhibited = false;
}
return;
}
src/modules/ekf2/EKF/mag_fusion.cpp
+10
View File
@@ -781,6 +781,11 @@ void Ekf::fuseHeading()
// Vehicle is at rest so use the last moving prediction as an observation
// to prevent the heading from drifting and to enable yaw gyro bias learning
// before takeoff.
if (!PX4_ISFINITE(_last_static_yaw)) {
_last_static_yaw = predicted_hdg;
}
measured_hdg = _last_static_yaw;
}
@@ -836,6 +841,11 @@ void Ekf::fuseHeading()
// Vehicle is at rest so use the last moving prediction as an observation
// to prevent the heading from drifting and to enable yaw gyro bias learning
// before takeoff.
if (!PX4_ISFINITE(_last_static_yaw)) {
_last_static_yaw = predicted_hdg;
}
measured_hdg = _last_static_yaw;
}
src/modules/ekf2/test/change_indication/ekf_gsf_reset.csv
+388 -388
View File
@@ -1,391 +1,391 @@
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1 Timestamp state[0] state[1] state[2] state[3] state[4] state[5] state[6] state[7] state[8] state[9] state[10] state[11] state[12] state[13] state[14] state[15] state[16] state[17] state[18] state[19] state[20] state[21] state[22] state[23] variance[0] variance[1] variance[2] variance[3] variance[4] variance[5] variance[6] variance[7] variance[8] variance[9] variance[10] variance[11] variance[12] variance[13] variance[14] variance[15] variance[16] variance[17] variance[18] variance[19] variance[20] variance[21] variance[22] variance[23]
2 15000 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
3 85000 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
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19 1685000 0.9997 -0.01134 -0.01378 -0.0165 -0.01652 0.0286 -0.009127 -0.009129 -0.218 0.007193 0.007194 -0.001804 -0.001805 -0.1622 -1.132e-06 -1.129e-06 -8.905e-06 -8.906e-06 -1.57e-07 -1.566e-08 4.475e-06 -5.288e-07 -5.29e-07 -1.595e-06 0.1915 0.001874 0.4041 0 0 0 0 0 4.56e-06 1.751e-06 0.004283 0.004281 0.004283 0.004282 0.01124 0.001049 0.8878 0.8877 0.8878 0.5905 0.1871 0.1871 0.9782 8.409e-07 8.406e-07 8.409e-07 9.999e-07 3.837e-07 3.96e-06 3.96e-06 3.996e-06 0 0 0 0 0 0 0 0
20 1785000 0.9997 -0.01138 -0.01407 -0.01652 -0.01654 0.03535 -0.01202 -0.2328 0.01036 -0.002853 -0.002854 -0.1847 -1.132e-06 -1.129e-06 -8.905e-06 -8.906e-06 -1.57e-07 -1.566e-08 4.475e-06 -5.288e-07 -5.29e-07 -1.595e-06 0.1915 0.001874 0.4041 0 0 0 0 0 5.018e-06 1.969e-06 0.004835 0.004833 0.004834 0.01205 0.001032 1.131 1.131 0.6033 0.2683 0.2683 1.122 8.409e-07 8.406e-07 8.409e-07 9.999e-07 3.436e-07 3.96e-06 3.96e-06 3.996e-06 0 0 0 0 0 0 0 0
21 1885000 0.9997 -0.01126 -0.01377 -0.01654 -0.01658 0.03201 -0.01149 -0.247 0.007691 0.007692 -0.002356 -0.002357 -0.2087 -2.153e-06 -2.149e-06 -1.312e-05 -2.203e-07 -7.686e-09 5.923e-06 5.924e-06 -8.794e-07 -8.797e-07 -1.634e-06 0.1915 0.001874 0.4041 0 0 0 0 0 5.051e-06 1.758e-06 0.004218 0.004217 0.004218 0.004217 0.01292 0.001013 0.8683 0.8682 0.8684 0.8683 0.617 0.1819 0.1819 1.279 7.608e-07 7.604e-07 7.608e-07 7.607e-07 9.998e-07 3.076e-07 3.95e-06 3.95e-06 3.996e-06 0 0 0 0 0 0 0 0
22 1985000 0.9997 -0.01129 -0.01394 -0.01393 -0.01653 -0.01657 0.03822 0.03823 -0.01346 -0.2609 0.01122 -0.003619 -0.00362 -0.2341 -2.153e-06 -2.149e-06 -1.312e-05 -2.203e-07 -7.686e-09 5.923e-06 5.924e-06 -8.794e-07 -8.797e-07 -1.634e-06 0.1915 0.001874 0.4041 0 0 0 0 0 5.504e-06 1.953e-06 0.004754 0.004752 0.004753 0.01383 0.0009923 1.109 1.109 0.6314 0.2607 0.2607 1.45 7.608e-07 7.604e-07 7.608e-07 7.607e-07 9.998e-07 2.755e-07 3.95e-06 3.95e-06 3.996e-06 0 0 0 0 0 0 0 0
23 2085000 0.9997 -0.01114 -0.01355 -0.01656 -0.01661 0.03168 -0.01238 -0.01239 -0.2748 0.00804 0.008041 -0.002747 -0.002748 -0.2609 -3.604e-06 -3.598e-06 -1.815e-05 -2.901e-07 9.033e-09 7.204e-06 7.205e-06 -1.249e-06 -1.664e-06 0.1915 0.001874 0.4041 0 0 0 0 0 5.539e-06 1.711e-06 0.004076 0.004074 0.004075 0.0148 0.00097 0.848 0.8481 0.6466 0.176 0.176 1.634 6.696e-07 6.692e-07 6.696e-07 9.997e-07 2.47e-07 3.944e-06 3.944e-06 3.996e-06 0 0 0 0 0 0 0 0
24 2185000 0.9997 -0.01123 -0.01375 -0.01657 -0.01662 0.03797 -0.01404 -0.2893 0.01152 -0.004094 -0.004095 -0.2892 -3.604e-06 -3.598e-06 -1.815e-05 -2.901e-07 9.033e-09 7.204e-06 7.205e-06 -1.249e-06 -1.664e-06 0.1915 0.001874 0.4041 0 0 0 0 0 6.022e-06 1.903e-06 0.004578 0.004576 0.004578 0.004577 0.01581 0.0009473 1.083 1.083 0.6627 0.2523 0.2522 0.2523 1.833 6.696e-07 6.692e-07 6.696e-07 9.997e-07 2.218e-07 3.944e-06 3.944e-06 3.996e-06 0 0 0 0 0 0 0 0
25 2285000 0.9997 -0.01111 -0.01329 -0.01658 -0.01665 0.03175 0.03176 -0.0122 -0.01221 -0.3039 0.008038 0.008039 -0.002898 -0.002899 -0.3189 -5.353e-06 -5.345e-06 -2.362e-05 -2.363e-05 -3.621e-07 3.294e-08 8.13e-06 8.132e-06 -1.544e-06 -1.545e-06 -1.679e-06 0.1915 0.001874 0.4041 0 0 0 0 0 6.053e-06 1.636e-06 0.003845 0.003843 0.003844 0.003843 0.01687 0.000924 0.8226 0.8225 0.8226 0.6795 0.17 0.17 2.047 5.729e-07 5.725e-07 5.73e-07 5.729e-07 9.997e-07 1.994e-07 3.942e-06 3.942e-06 3.996e-06 0 0 0 0 0 0 0 0
26 2385000 0.9997 -0.01116 -0.01345 -0.01657 -0.01664 0.03695 -0.01439 -0.3172 0.01148 -0.004247 -0.004249 -0.3499 -5.353e-06 -5.345e-06 -2.362e-05 -2.363e-05 -3.621e-07 3.294e-08 8.13e-06 8.132e-06 -1.544e-06 -1.545e-06 -1.679e-06 0.1915 0.001874 0.4041 0 0 0 0 0 6.531e-06 1.801e-06 0.004301 0.004299 0.0043 0.004299 0.01799 0.0009009 1.048 1.047 1.048 0.6971 0.2436 0.2435 0.2436 2.276 5.729e-07 5.725e-07 5.73e-07 5.729e-07 9.997e-07 1.797e-07 3.942e-06 3.942e-06 3.996e-06 0 0 0 0 0 0 0 0
27 2485000 0.9997 -0.01098 -0.01298 -0.01659 -0.01667 0.02919 -0.0114 -0.3294 0.007814 0.007815 -0.002907 -0.002908 -0.3823 -7.218e-06 -7.208e-06 -2.921e-05 -2.922e-05 -4.335e-07 6.1e-08 8.618e-06 8.621e-06 -1.707e-06 -1.679e-06 0.1915 0.001874 0.4041 0 0 0 0 0 6.568e-06 1.513e-06 0.003535 0.003533 0.003535 0.003534 0.01915 0.0008776 0.787 0.7869 0.787 0.7156 0.1638 0.1638 2.521 4.772e-07 4.768e-07 4.772e-07 4.771e-07 9.996e-07 1.622e-07 3.941e-06 3.941e-06 3.996e-06 0 0 0 0 0 0 0 0
28 2585000 0.9997 -0.01105 -0.01314 -0.01657 -0.01665 0.03375 -0.0125 -0.3431 0.01097 -0.004097 -0.004098 -0.4159 -7.218e-06 -7.208e-06 -2.921e-05 -2.922e-05 -4.335e-07 6.1e-08 8.618e-06 8.621e-06 -1.707e-06 -1.679e-06 0.1915 0.001874 0.4041 0 0 0 0 0 7.045e-06 1.656e-06 0.003937 0.003935 0.003937 0.003935 0.02037 0.000855 0.9978 0.9977 0.9979 0.7348 0.2343 0.2343 2.782 4.772e-07 4.768e-07 4.772e-07 4.771e-07 9.996e-07 1.468e-07 3.941e-06 3.941e-06 3.996e-06 0 0 0 0 0 0 0 0
29 2685000 0.9997 -0.01088 -0.01271 -0.01657 -0.01667 0.02573 -0.009128 -0.00913 -0.3563 0.007245 0.007246 -0.002697 -0.002698 -0.451 -8.99e-06 -8.978e-06 -3.448e-05 -3.449e-05 -5.007e-07 8.91e-08 8.661e-06 8.664e-06 -1.721e-06 -1.665e-06 0.1915 0.001874 0.4041 0 0 0 0 0 7.107e-06 1.37e-06 0.003175 0.003173 0.003175 0.003174 0.02163 0.0008326 0.7416 0.7417 0.7548 0.1575 0.1575 3.06 3.882e-07 3.878e-07 3.882e-07 3.881e-07 9.996e-07 1.331e-07 3.941e-06 3.941e-06 3.996e-06 0 0 0 0 0 0 0 0
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31 2885000 0.9997 -0.01077 -0.01249 -0.01662 -0.01674 0.02203 0.02204 -0.00794 -0.007942 -0.3807 0.006488 0.00649 -0.002361 -0.002362 -0.5247 -1.051e-05 -1.05e-05 -3.91e-05 -3.911e-05 -5.605e-07 1.138e-07 8.34e-06 8.343e-06 -1.615e-06 -1.643e-06 0.1915 0.001874 0.4041 0 0 0 0 0 7.736e-06 1.219e-06 0.002797 0.002795 0.002797 0.002796 0.02431 0.0007898 0.6882 0.6881 0.6882 0.7972 0.1509 0.1509 3.67 3.1e-07 3.097e-07 3.101e-07 3.099e-07 9.995e-07 1.101e-07 3.941e-06 3.941e-06 3.996e-06 0 0 0 0 0 0 0 0
32 2985000 0.9997 -0.01077 -0.0126 -0.01259 -0.01658 -0.0167 0.02613 0.02614 -0.008744 -0.008746 -0.3944 0.008914 0.008916 -0.003208 -0.003209 -0.5635 -1.051e-05 -1.05e-05 -3.91e-05 -3.911e-05 -5.605e-07 1.138e-07 8.34e-06 8.343e-06 -1.615e-06 -1.643e-06 0.1915 0.001874 0.4041 0 0 0 0 0 8.19e-06 1.309e-06 0.003086 0.003084 0.003086 0.003085 0.02573 0.0007695 0.862 0.8621 0.8197 0.2138 0.2138 4.003 3.1e-07 3.097e-07 3.101e-07 3.099e-07 9.995e-07 1.005e-07 3.941e-06 3.941e-06 3.996e-06 0 0 0 0 0 0 0 0
33 3085000 0.9997 -0.01065 -0.01223 -0.01657 -0.0167 0.01894 -0.006256 -0.006257 -0.4069 0.005742 0.005743 -0.002026 -0.002027 -0.6036 -1.175e-05 -1.174e-05 -4.298e-05 -4.299e-05 -6.118e-07 1.343e-07 7.77e-06 7.774e-06 -1.433e-06 -1.614e-06 -1.615e-06 0.1915 0.001874 0.4041 0 0 0 0 0 8.336e-06 1.06e-06 0.002429 0.002427 0.002429 0.002428 0.02719 0.0007497 0.631 0.6309 0.631 0.8429 0.1442 0.1442 4.356 2.444e-07 2.441e-07 2.445e-07 2.442e-07 9.995e-07 9.193e-08 3.939e-06 3.939e-06 3.996e-06 0 0 0 0 0 0 0 0
34 3185000 0.9997 -0.01071 -0.01072 -0.01229 -0.01664 -0.01677 0.02175 0.02176 -0.006215 -0.006216 -0.421 0.007752 0.007754 -0.002663 -0.002664 -0.645 -1.175e-05 -1.174e-05 -4.298e-05 -4.299e-05 -6.118e-07 1.343e-07 7.77e-06 7.774e-06 -1.433e-06 -1.614e-06 -1.615e-06 0.1915 0.001874 0.4041 0 0 0 0 0 8.894e-06 1.135e-06 0.002668 0.002666 0.002668 0.002667 0.0287 0.0007308 0.7851 0.785 0.7851 0.8669 0.2027 0.2027 4.729 2.444e-07 2.441e-07 2.445e-07 2.442e-07 9.995e-07 8.427e-08 3.939e-06 3.939e-06 3.996e-06 0 0 0 0 0 0 0 0
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src/modules/ekf2/test/change_indication/iris_gps.csv
+348 -348
View File
@@ -1,351 +1,351 @@
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1 Timestamp state[0] state[1] state[2] state[3] state[4] state[5] state[6] state[7] state[8] state[9] state[10] state[11] state[12] state[13] state[14] state[15] state[16] state[17] state[18] state[19] state[20] state[21] state[22] state[23] variance[0] variance[1] variance[2] variance[3] variance[4] variance[5] variance[6] variance[7] variance[8] variance[9] variance[10] variance[11] variance[12] variance[13] variance[14] variance[15] variance[16] variance[17] variance[18] variance[19] variance[20] variance[21] variance[22] variance[23]
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