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EKF: use GPS to lookup declination from WMM before full GPS checks pass

This commit is contained in:
Daniel Agar 2020-09-25 09:37:34 -04:00 committed by Mathieu Bresciani
parent 6b99ea2a60
commit 4c2355a638
7 changed files with 777 additions and 740 deletions
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3
EKF/control.cpp
View File

@ -99,10 +99,11 @@ void Ekf::controlFusionModes()
if (_mag_data_ready) {
// if enabled, use knowledge of theoretical magnetic field vector to calculate a synthetic magnetomter Z component value.
// this is useful if there is a lot of interference on the sensor measurement.
if (_params.synthesize_mag_z && (_params.mag_declination_source & MASK_USE_GEO_DECL) &&_NED_origin_initialised) {
if (_params.synthesize_mag_z && (_params.mag_declination_source & MASK_USE_GEO_DECL) && (_NED_origin_initialised || ISFINITE(_mag_declination_gps))) {
const Vector3f mag_earth_pred = Dcmf(Eulerf(0, -_mag_inclination_gps, _mag_declination_gps)) * Vector3f(_mag_strength_gps, 0, 0);
_mag_sample_delayed.mag(2) = calculate_synthetic_mag_z_measurement(_mag_sample_delayed.mag, mag_earth_pred);
_control_status.flags.synthetic_mag_z = true;
} else {
_control_status.flags.synthetic_mag_z = false;
}

2
EKF/ekf_helper.cpp
View File

@ -524,7 +524,7 @@ float Ekf::getMagDeclination()
} else if (_params.mag_declination_source & MASK_USE_GEO_DECL) {
// use parameter value until GPS is available, then use value returned by geo library
if (_NED_origin_initialised) {
if (_NED_origin_initialised || ISFINITE(_mag_declination_gps)) {
return _mag_declination_gps;
} else {

6
EKF/estimator_interface.h
View File

@ -569,9 +569,9 @@ protected:
// free buffer memory
void unallocate_buffers();
float _mag_declination_gps{0.0f}; // magnetic declination returned by the geo library using the last valid GPS position (rad)
float _mag_inclination_gps{0.0f}; // magnetic inclination returned by the geo library using the last valid GPS position (rad)
float _mag_strength_gps{0.0f}; // magnetic strength returned by the geo library using the last valid GPS position (T)
float _mag_declination_gps{NAN}; // magnetic declination returned by the geo library using the last valid GPS position (rad)
float _mag_inclination_gps{NAN}; // magnetic inclination returned by the geo library using the last valid GPS position (rad)
float _mag_strength_gps{NAN}; // magnetic strength returned by the geo library using the last valid GPS position (T)
// this is the current status of the filter control modes
filter_control_status_u _control_status{};

39
EKF/gps_checks.cpp
View File

@ -60,6 +60,7 @@ bool Ekf::collect_gps(const gps_message &gps)
{
// Run GPS checks always
_gps_checks_passed = gps_is_good(gps);
if (!_NED_origin_initialised && _gps_checks_passed) {
// If we have good GPS data set the origin's WGS-84 position to the last gps fix
const double lat = gps.lat * 1.0e-7;
@ -79,6 +80,8 @@ bool Ekf::collect_gps(const gps_message &gps)
_earth_rate_NED = calcEarthRateNED((float)_pos_ref.lat_rad);
_last_gps_origin_time_us = _time_last_imu;
const bool declination_was_valid = ISFINITE(_mag_declination_gps);
// set the magnetic field data returned by the geo library using the current GPS position
_mag_declination_gps = get_mag_declination_radians(lat, lon);
_mag_inclination_gps = get_mag_inclination_radians(lat, lon);
@ -89,9 +92,13 @@ bool Ekf::collect_gps(const gps_message &gps)
// try to reset the yaw using the EKF-GSF yaw esitimator
_do_ekfgsf_yaw_reset = true;
_ekfgsf_yaw_reset_time = 0;
} else {
_mag_yaw_reset_req = true;
if (!declination_was_valid) {
_mag_yaw_reset_req = true;
}
}
// save the horizontal and vertical position uncertainty of the origin
_gps_origin_eph = gps.eph;
_gps_origin_epv = gps.epv;
@ -101,7 +108,33 @@ bool Ekf::collect_gps(const gps_message &gps)
if (_params.vdist_sensor_type == VDIST_SENSOR_GPS) {
startGpsHgtFusion();
}
ECL_INFO_TIMESTAMPED("GPS checks passed");
} else if (!_NED_origin_initialised) {
// a rough 2D fix is still sufficient to lookup declination
if ((gps.fix_type >= 2) && (gps.eph < 1000)) {
const bool declination_was_valid = ISFINITE(_mag_declination_gps);
// If we have good GPS data set the origin's WGS-84 position to the last gps fix
const double lat = gps.lat * 1.0e-7;
const double lon = gps.lon * 1.0e-7;
// set the magnetic field data returned by the geo library using the current GPS position
_mag_declination_gps = get_mag_declination_radians(lat, lon);
_mag_inclination_gps = get_mag_inclination_radians(lat, lon);
_mag_strength_gps = get_mag_strength_tesla(lat, lon);
// request mag yaw reset if there's a mag declination for the first time
if (_params.mag_fusion_type != MAG_FUSE_TYPE_NONE) {
if (!declination_was_valid && ISFINITE(_mag_declination_gps)) {
_mag_yaw_reset_req = true;
}
}
_earth_rate_NED = calcEarthRateNED((float)math::radians(lat));
}
}
// start collecting GPS if there is a 3D fix and the NED origin has been set
@ -135,7 +168,7 @@ bool Ekf::gps_is_good(const gps_message &gps)
// check if GPS quality is degraded
_gps_error_norm = fmaxf((gps.eph / _params.req_hacc), (gps.epv / _params.req_vacc));
_gps_error_norm = fmaxf(_gps_error_norm , (gps.sacc / _params.req_sacc));
_gps_error_norm = fmaxf(_gps_error_norm, (gps.sacc / _params.req_sacc));
// Calculate time lapsed since last update, limit to prevent numerical errors and calculate a lowpass filter coefficient
constexpr float filt_time_const = 10.0f;
@ -145,6 +178,7 @@ bool Ekf::gps_is_good(const gps_message &gps)
// The following checks are only valid when the vehicle is at rest
const double lat = gps.lat * 1.0e-7;
const double lon = gps.lon * 1.0e-7;
if (!_control_status.flags.in_air && _control_status.flags.vehicle_at_rest) {
// Calculate position movement since last measurement
float delta_pos_n = 0.0f;
@ -232,6 +266,7 @@ bool Ekf::gps_is_good(const gps_message &gps)
(_gps_check_fail_status.flags.vspeed && (_params.gps_check_mask & MASK_GPS_VSPD))
) {
_last_gps_fail_us = _time_last_imu;
} else {
_last_gps_pass_us = _time_last_imu;
}

3
EKF/mag_fusion.cpp
View File

@ -899,9 +899,10 @@ void Ekf::limitDeclination()
float h_field_min = 0.001f;
if (_params.mag_declination_source & MASK_USE_GEO_DECL) {
// use parameter value until GPS is available, then use value returned by geo library
if (_NED_origin_initialised) {
if (_NED_origin_initialised || ISFINITE(_mag_declination_gps)) {
decl_reference = _mag_declination_gps;
h_field_min = fmaxf(h_field_min , 0.5f * _mag_strength_gps * cosf(_mag_inclination_gps));
} else {
decl_reference = math::radians(_params.mag_declination_deg);
}

772
test/change_indication/ekf_gsf_reset.csv
View File

@ -3,389 +3,389 @@ Timestamp,state[0],state[1],state[2],state[3],state[4],state[5],state[6],state[7
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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]
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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692
test/change_indication/iris_gps.csv
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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]
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 0.983244 0.982367 -0.00798178 -0.00794246 -0.0164415 -0.0164904 0.181374 0.186063 0.0397497 0.0398605 0.00800313 0.00805516 -0.149395 -0.149392 0.00739773 0.00741772 0.0017971 0.00180938 -0.0545586 -0.0545571 4.61736e-08 9.14799e-09 -4.39663e-06 -4.13422e-06 1.25191e-05 1.18544e-05 0 0 -2.08158e-05 0.203406 0.203316 -9.31323e-10 0.00196095 0.43452 0.434329 0 0 0 0 0 3.70139e-05 3.88227e-05 0.00572878 0.00556111 0.00572829 0.00556075 0.00100996 0.00101071 0.909048 0.88674 0.909225 0.886892 0.31373 0.313728 0.160449 0.159531 0.160456 0.159536 0.205397 0.205396 9.44133e-07 9.50462e-07 9.44473e-07 9.5079e-07 5.02322e-07 5.24054e-07 0 0 3.92954e-06 0 0 0 0 0 0 0 0
20 1785000 0.983211 0.982333 -0.00812528 -0.00808786 -0.0167314 -0.0167812 0.181525 0.186212 0.0500155 0.0501563 0.00828673 0.00835917 -0.150961 -0.150958 0.0119333 0.011965 0.00261026 0.00262892 -0.0574122 -0.0574106 -6.28695e-08 -9.86558e-08 -4.33172e-06 -4.07221e-06 8.13448e-06 7.51242e-06 0 0 -2.95761e-05 -2.95762e-05 0.203406 0.203316 -9.31323e-10 0.00196095 0.43452 0.434329 0 0 0 0 0 3.6751e-05 3.85718e-05 0.00633744 0.00615771 0.0063368 0.0061572 0.00099398 0.000996181 1.18509 1.15403 1.18535 1.15426 0.284488 0.284485 0.229233 0.227071 0.22925 0.227085 0.202407 9.44093e-07 9.5042e-07 9.44472e-07 9.50789e-07 4.48612e-07 4.68638e-07 0 0 3.90791e-06 0 0 0 0 0 0 0 0
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24 2185000 0.983296 0.982421 -0.00821787 -0.00817951 -0.0163173 -0.0163991 0.181093 0.18578 0.0499701 0.0506111 0.00842153 0.00855354 -0.151875 -0.151868 0.014255 0.0144497 0.00276072 0.00280781 -0.0637415 -0.063739 -1.93577e-06 -2.02819e-06 -1.63949e-05 -1.58815e-05 1.09399e-05 1.05455e-05 0 0 -7.80002e-05 -7.80011e-05 0.203406 0.203316 -9.31323e-10 0.00196095 0.43452 0.434329 0 0 0 0 0 3.36455e-05 3.54855e-05 0.00602725 0.00596901 0.00602677 0.00596851 0.000905952 0.000911935 1.33556 1.31425 1.33587 1.31455 0.197791 0.197789 0.234208 0.232007 0.234233 0.232031 0.185808 7.81957e-07 7.97316e-07 7.82377e-07 7.97741e-07 2.81393e-07 2.94224e-07 0 0 3.78909e-06 0 0 0 0 0 0 0 0
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