diff --git a/src/modules/ekf2/EKF/airspeed_fusion.cpp b/src/modules/ekf2/EKF/airspeed_fusion.cpp index 0f8534dbab..01319a9d72 100644 --- a/src/modules/ekf2/EKF/airspeed_fusion.cpp +++ b/src/modules/ekf2/EKF/airspeed_fusion.cpp @@ -157,6 +157,8 @@ void Ekf::resetWindUsingAirspeed() _state.wind_vel(0) = _state.vel(0) - _airspeed_sample_delayed.true_airspeed * cosf(euler_yaw); _state.wind_vel(1) = _state.vel(1) - _airspeed_sample_delayed.true_airspeed * sinf(euler_yaw); + ECL_INFO("reset wind using airspeed to (%.3f, %.3f)", (double)_state.wind_vel(0), (double)_state.wind_vel(1)); + resetWindCovarianceUsingAirspeed(); _aid_src_airspeed.time_last_fuse = _time_delayed_us; @@ -164,8 +166,11 @@ void Ekf::resetWindUsingAirspeed() void Ekf::resetWindToZero() { + ECL_INFO("reset wind to zero"); + // If we don't have an airspeed measurement, then assume the wind is zero _state.wind_vel.setZero(); + // start with a small initial uncertainty to improve the initial estimate P.uncorrelateCovarianceSetVariance<2>(22, _params.initial_wind_uncertainty); } diff --git a/src/modules/ekf2/EKF/ekf.cpp b/src/modules/ekf2/EKF/ekf.cpp index 82dc180dda..3eccd4c607 100644 --- a/src/modules/ekf2/EKF/ekf.cpp +++ b/src/modules/ekf2/EKF/ekf.cpp @@ -81,6 +81,62 @@ void Ekf::reset() resetGpsDriftCheckFilters(); _output_predictor.reset(); + + // Ekf private fields + _time_last_horizontal_aiding = 0; + _time_last_v_pos_aiding = 0; + _time_last_v_vel_aiding = 0; + + _time_last_hor_pos_fuse = 0; + _time_last_hgt_fuse = 0; + _time_last_hor_vel_fuse = 0; + _time_last_ver_vel_fuse = 0; + _time_last_heading_fuse = 0; + + _time_last_flow_terrain_fuse = 0; + _time_last_zero_velocity_fuse = 0; + _time_last_healthy_rng_data = 0; + + _last_known_pos.setZero(); + + _time_acc_bias_check = 0; + + _gps_checks_passed = false; + + _gps_alt_ref = NAN; + + _baro_counter = 0; + _mag_counter = 0; + + _time_bad_vert_accel = 0; + _time_good_vert_accel = 0; + _clip_counter = 0; + + resetEstimatorAidStatus(_aid_src_baro_hgt); + resetEstimatorAidStatus(_aid_src_rng_hgt); + resetEstimatorAidStatus(_aid_src_airspeed); + resetEstimatorAidStatus(_aid_src_sideslip); + + resetEstimatorAidStatus(_aid_src_fake_pos); + resetEstimatorAidStatus(_aid_src_fake_hgt); + + resetEstimatorAidStatus(_aid_src_ev_hgt); + resetEstimatorAidStatus(_aid_src_ev_pos); + resetEstimatorAidStatus(_aid_src_ev_vel); + resetEstimatorAidStatus(_aid_src_ev_yaw); + + resetEstimatorAidStatus(_aid_src_gnss_hgt); + resetEstimatorAidStatus(_aid_src_gnss_pos); + resetEstimatorAidStatus(_aid_src_gnss_vel); + resetEstimatorAidStatus(_aid_src_gnss_yaw); + + resetEstimatorAidStatus(_aid_src_mag_heading); + resetEstimatorAidStatus(_aid_src_mag); + + resetEstimatorAidStatus(_aid_src_aux_vel); + + resetEstimatorAidStatus(_aid_src_optical_flow); + resetEstimatorAidStatus(_aid_src_terrain_optical_flow); } bool Ekf::update() @@ -198,11 +254,6 @@ bool Ekf::initialiseFilter() // Initialise the terrain estimator initHagl(); - // reset the essential fusion timeout counters - _time_last_hgt_fuse = _time_delayed_us; - _time_last_hor_pos_fuse = _time_delayed_us; - _time_last_hor_vel_fuse = _time_delayed_us; - // reset the output predictor state history to match the EKF initial values _output_predictor.alignOutputFilter(_state.quat_nominal, _state.vel, _state.pos); diff --git a/src/modules/ekf2/EKF/ekf.h b/src/modules/ekf2/EKF/ekf.h index bc15b76216..d787a3dde9 100644 --- a/src/modules/ekf2/EKF/ekf.h +++ b/src/modules/ekf2/EKF/ekf.h @@ -973,17 +973,17 @@ private: bool isTimedOut(uint64_t last_sensor_timestamp, uint64_t timeout_period) const { - return last_sensor_timestamp + timeout_period < _time_delayed_us; + return (last_sensor_timestamp == 0) || (last_sensor_timestamp + timeout_period < _time_delayed_us); } bool isRecent(uint64_t sensor_timestamp, uint64_t acceptance_interval) const { - return sensor_timestamp + acceptance_interval > _time_delayed_us; + return (sensor_timestamp != 0) && (sensor_timestamp + acceptance_interval > _time_delayed_us); } bool isNewestSampleRecent(uint64_t sensor_timestamp, uint64_t acceptance_interval) const { - return sensor_timestamp + acceptance_interval > _time_latest_us; + return (sensor_timestamp != 0) && (sensor_timestamp + acceptance_interval > _time_latest_us); } void startAirspeedFusion(); diff --git a/src/modules/ekf2/EKF/ekf_helper.cpp b/src/modules/ekf2/EKF/ekf_helper.cpp index 8697e1e688..fdc30f48be 100644 --- a/src/modules/ekf2/EKF/ekf_helper.cpp +++ b/src/modules/ekf2/EKF/ekf_helper.cpp @@ -116,8 +116,10 @@ void Ekf::resetVerticalVelocityTo(float new_vert_vel, float new_vert_vel_var) void Ekf::resetHorizontalPositionToLastKnown() { + ECL_INFO("reset position to last known (%.3f, %.3f)", (double)_last_known_pos(0), (double)_last_known_pos(1)); + _information_events.flags.reset_pos_to_last_known = true; - ECL_INFO("reset position to last known position"); + // Used when falling back to non-aiding mode of operation resetHorizontalPositionTo(_last_known_pos.xy(), sq(_params.pos_noaid_noise)); } @@ -242,6 +244,8 @@ bool Ekf::resetMagHeading() float yaw_new = -atan2f(mag_earth_pred(1), mag_earth_pred(0)) + getMagDeclination(); float yaw_new_variance = sq(fmaxf(_params.mag_heading_noise, 1.e-2f)); + ECL_INFO("reset mag heading %.3f -> %.3f rad", (double)getEulerYaw(_R_to_earth), (double)yaw_new); + // update quaternion states and corresponding covarainces resetQuatStateYaw(yaw_new, yaw_new_variance); @@ -854,8 +858,7 @@ void Ekf::updateHorizontalDeadReckoningstatus() } // report if we have been deadreckoning for too long, initial state is deadreckoning until aiding is present - bool deadreckon_time_exceeded = (_time_last_horizontal_aiding == 0) - || isTimedOut(_time_last_horizontal_aiding, (uint64_t)_params.valid_timeout_max); + bool deadreckon_time_exceeded = isTimedOut(_time_last_horizontal_aiding, (uint64_t)_params.valid_timeout_max); if (!_horizontal_deadreckon_time_exceeded && deadreckon_time_exceeded) { // deadreckon time now exceeded @@ -871,7 +874,7 @@ void Ekf::updateVerticalDeadReckoningStatus() _time_last_v_pos_aiding = _time_last_hgt_fuse; _vertical_position_deadreckon_time_exceeded = false; - } else if ((_time_last_v_pos_aiding == 0) || isTimedOut(_time_last_v_pos_aiding, (uint64_t)_params.valid_timeout_max)) { + } else if (isTimedOut(_time_last_v_pos_aiding, (uint64_t)_params.valid_timeout_max)) { _vertical_position_deadreckon_time_exceeded = true; } @@ -879,8 +882,9 @@ void Ekf::updateVerticalDeadReckoningStatus() _time_last_v_vel_aiding = _time_last_ver_vel_fuse; _vertical_velocity_deadreckon_time_exceeded = false; - } else if (((_time_last_v_vel_aiding == 0) || isTimedOut(_time_last_v_vel_aiding, (uint64_t)_params.valid_timeout_max)) + } else if (isTimedOut(_time_last_v_vel_aiding, (uint64_t)_params.valid_timeout_max) && _vertical_position_deadreckon_time_exceeded) { + _vertical_velocity_deadreckon_time_exceeded = true; } } @@ -1180,20 +1184,27 @@ void Ekf::loadMagCovData() void Ekf::startAirspeedFusion() { - // If starting wind state estimation, reset the wind states and covariances before fusing any data - if (!_control_status.flags.wind) { - // activate the wind states - _control_status.flags.wind = true; - // reset the wind speed states and corresponding covariances - resetWindUsingAirspeed(); - } + if (!_control_status.flags.fuse_aspd) { + ECL_INFO("starting airspeed fusion"); - _control_status.flags.fuse_aspd = true; + // If starting wind state estimation, reset the wind states and covariances before fusing any data + if (!_control_status.flags.wind) { + // activate the wind states + _control_status.flags.wind = true; + // reset the wind speed states and corresponding covariances + resetWindUsingAirspeed(); + } + + _control_status.flags.fuse_aspd = true; + } } void Ekf::stopAirspeedFusion() { - _control_status.flags.fuse_aspd = false; + if (_control_status.flags.fuse_aspd) { + ECL_INFO("stopping airspeed fusion"); + _control_status.flags.fuse_aspd = false; + } } void Ekf::stopGpsFusion() diff --git a/src/modules/ekf2/EKF/ev_vel_control.cpp b/src/modules/ekf2/EKF/ev_vel_control.cpp index 66dd27661f..807948ef27 100644 --- a/src/modules/ekf2/EKF/ev_vel_control.cpp +++ b/src/modules/ekf2/EKF/ev_vel_control.cpp @@ -205,7 +205,7 @@ void Ekf::controlEvVelFusion(const extVisionSample &ev_sample, const bool common if (starting_conditions_passing) { // activate fusion, only reset if necessary if (!isHorizontalAidingActive() || yaw_alignment_changed) { - ECL_INFO("starting %s fusion, resetting state", AID_SRC_NAME); + ECL_INFO("starting %s fusion, resetting velocity to (%.3f, %.3f, %.3f)", AID_SRC_NAME, (double)measurement(0), (double)measurement(1), (double)measurement(2)); _information_events.flags.reset_vel_to_vision = true; resetVelocityTo(measurement, measurement_var); diff --git a/src/modules/ekf2/EKF/fake_height_control.cpp b/src/modules/ekf2/EKF/fake_height_control.cpp index c11f22cd33..ef8c318081 100644 --- a/src/modules/ekf2/EKF/fake_height_control.cpp +++ b/src/modules/ekf2/EKF/fake_height_control.cpp @@ -104,7 +104,7 @@ void Ekf::resetFakeHgtFusion() void Ekf::resetHeightToLastKnown() { _information_events.flags.reset_pos_to_last_known = true; - ECL_INFO("reset height to last known"); + ECL_INFO("reset height to last known (%.3f)", (double)_last_known_pos(2)); resetVerticalPositionTo(_last_known_pos(2), sq(_params.pos_noaid_noise)); } diff --git a/src/modules/ekf2/EKF/optical_flow_control.cpp b/src/modules/ekf2/EKF/optical_flow_control.cpp index c6f32ce2e2..a504e8278c 100644 --- a/src/modules/ekf2/EKF/optical_flow_control.cpp +++ b/src/modules/ekf2/EKF/optical_flow_control.cpp @@ -179,7 +179,7 @@ void Ekf::controlOpticalFlowFusion(const imuSample &imu_delayed) } else { _information_events.flags.reset_pos_to_last_known = true; - ECL_INFO("reset position to last known position"); + ECL_INFO("reset position to last known (%.3f, %.3f)", (double)_last_known_pos(0), (double)_last_known_pos(1)); resetHorizontalPositionTo(_last_known_pos.xy(), 0.f); } } @@ -212,7 +212,7 @@ void Ekf::controlOpticalFlowFusion(const imuSample &imu_delayed) resetHorizontalVelocityTo(_flow_vel_ne, calcOptFlowMeasVar(_flow_sample_delayed)); // reset position, estimate is relative to initial position in this mode, so we start with zero error - ECL_INFO("reset position to last known"); + ECL_INFO("reset position to last known (%.3f, %.3f)", (double)_last_known_pos(0), (double)_last_known_pos(1)); _information_events.flags.reset_pos_to_last_known = true; resetHorizontalPositionTo(_last_known_pos.xy(), 0.f); diff --git a/src/modules/ekf2/test/change_indication/ekf_gsf_reset.csv b/src/modules/ekf2/test/change_indication/ekf_gsf_reset.csv index 6948ceb33d..104952abbc 100644 --- a/src/modules/ekf2/test/change_indication/ekf_gsf_reset.csv +++ b/src/modules/ekf2/test/change_indication/ekf_gsf_reset.csv @@ -1,391 +1,391 @@ 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+34890000,0.98,-0.0068,-0.012,0.18,-0.022,0.004,3.6,0.07,-0.0065,0.56,-1.4e-05,-5.6e-05,2.2e-06,0.00018,-0.00029,-0.001,0.2,0.002,0.43,0,0,0,0,0,1.5e-06,3e-05,2.9e-05,4.2e-05,0.043,0.043,0.0061,0.052,0.052,0.032,2.6e-11,2.6e-11,7.9e-11,2e-06,2e-06,5e-08,0,0,0,0,0,0,0,0 diff --git a/src/modules/ekf2/test/test_EKF_airspeed.cpp b/src/modules/ekf2/test/test_EKF_airspeed.cpp index ff73948bd3..4ae7628997 100644 --- a/src/modules/ekf2/test/test_EKF_airspeed.cpp +++ b/src/modules/ekf2/test/test_EKF_airspeed.cpp @@ -106,8 +106,8 @@ TEST_F(EkfAirspeedTest, testWindVelocityEstimation) const Vector3f vel_wind_expected = simulated_velocity_earth - R_to_earth_sim * (Vector3f(airspeed_body(0), airspeed_body(1), 0.0f)); - EXPECT_NEAR(vel_wind_earth(0), vel_wind_expected(0), 1e-3f); - EXPECT_NEAR(vel_wind_earth(1), vel_wind_expected(1), 1e-3f); + EXPECT_NEAR(vel_wind_earth(0), vel_wind_expected(0), 1e-2f); + EXPECT_NEAR(vel_wind_earth(1), vel_wind_expected(1), 1e-2f); EXPECT_NEAR(height_before_pressure_correction, 0.0f, 1e-5f); diff --git a/src/modules/ekf2/test/test_EKF_mag.cpp b/src/modules/ekf2/test/test_EKF_mag.cpp index 299266f112..712bd144e9 100644 --- a/src/modules/ekf2/test/test_EKF_mag.cpp +++ b/src/modules/ekf2/test/test_EKF_mag.cpp @@ -64,7 +64,7 @@ public: _ekf->set_vehicle_at_rest(true); } - const uint32_t _init_duration_s{4}; + const uint32_t _init_duration_s{6}; }; TEST_F(EkfMagTest, fusionStartWithReset)