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PX4-Autopilot/src/modules/ekf2/EKF/baro_height_control.cpp
T
Daniel Agar 95300d5637 ekf2: refactor output predictor to class
- refactor all EKF backend output predictor pieces into new OutputPredictor class
 - output states are now calculated immediately with new high rate IMU rather than after EKF update
 - IMU delayed sample is passed as around as control data to avoid storing an extra copy and make the requirement clear
2023-01-18 10:59:34 -05:00

195 lines
6.7 KiB
C++

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/**
* @file baro_height_control.cpp
* Control functions for ekf barometric height fusion
*/
#include "ekf.h"
void Ekf::controlBaroHeightFusion()
{
static constexpr const char *HGT_SRC_NAME = "baro";
auto &aid_src = _aid_src_baro_hgt;
HeightBiasEstimator &bias_est = _baro_b_est;
bias_est.predict(_dt_ekf_avg);
baroSample baro_sample;
if (_baro_buffer && _baro_buffer->pop_first_older_than(_time_delayed_us, &baro_sample)) {
const float measurement = compensateBaroForDynamicPressure(baro_sample.hgt);
const float measurement_var = sq(_params.baro_noise);
const float innov_gate = fmaxf(_params.baro_innov_gate, 1.f);
const bool measurement_valid = PX4_ISFINITE(measurement) && PX4_ISFINITE(measurement_var);
if (measurement_valid) {
if ((_baro_counter == 0) || baro_sample.reset) {
_baro_lpf.reset(measurement);
_baro_counter = 1;
} else {
_baro_lpf.update(measurement);
_baro_counter++;
}
if (_baro_counter <= _obs_buffer_length) {
// Initialize the pressure offset (included in the baro bias)
bias_est.setBias(_state.pos(2) + _baro_lpf.getState());
}
}
// vertical position innovation - baro measurement has opposite sign to earth z axis
updateVerticalPositionAidSrcStatus(baro_sample.time_us,
-(measurement - bias_est.getBias()),
measurement_var + bias_est.getBiasVar(),
innov_gate,
aid_src);
// Compensate for positive static pressure transients (negative vertical position innovations)
// caused by rotor wash ground interaction by applying a temporary deadzone to baro innovations.
if (_control_status.flags.gnd_effect && (_params.gnd_effect_deadzone > 0.f)) {
const float deadzone_start = 0.0f;
const float deadzone_end = deadzone_start + _params.gnd_effect_deadzone;
if (aid_src.innovation < -deadzone_start) {
if (aid_src.innovation <= -deadzone_end) {
aid_src.innovation += deadzone_end;
} else {
aid_src.innovation = -deadzone_start;
}
}
}
// update the bias estimator before updating the main filter but after
// using its current state to compute the vertical position innovation
if (measurement_valid) {
bias_est.setMaxStateNoise(sqrtf(measurement_var));
bias_est.setProcessNoiseSpectralDensity(_params.baro_bias_nsd);
bias_est.fuseBias(measurement - (-_state.pos(2)), measurement_var + P(9, 9));
}
// determine if we should use height aiding
const bool continuing_conditions_passing = (_params.baro_ctrl == 1)
&& measurement_valid
&& (_baro_counter > _obs_buffer_length)
&& !_baro_hgt_faulty;
const bool starting_conditions_passing = continuing_conditions_passing
&& isNewestSampleRecent(_time_last_baro_buffer_push, 2 * BARO_MAX_INTERVAL);
if (_control_status.flags.baro_hgt) {
aid_src.fusion_enabled = true;
if (continuing_conditions_passing) {
fuseVerticalPosition(aid_src);
const bool is_fusion_failing = isTimedOut(aid_src.time_last_fuse, _params.hgt_fusion_timeout_max);
if (isHeightResetRequired()) {
// All height sources are failing
ECL_WARN("%s height fusion reset required, all height sources failing", HGT_SRC_NAME);
_information_events.flags.reset_hgt_to_baro = true;
resetVerticalPositionTo(-(_baro_lpf.getState() - bias_est.getBias()), measurement_var);
bias_est.setBias(_state.pos(2) + _baro_lpf.getState());
// reset vertical velocity
resetVerticalVelocityToZero();
aid_src.time_last_fuse = _time_delayed_us;
} else if (is_fusion_failing) {
// Some other height source is still working
ECL_WARN("stopping %s height fusion, fusion failing", HGT_SRC_NAME);
stopBaroHgtFusion();
_baro_hgt_faulty = true;
}
} else {
ECL_WARN("stopping %s height fusion, continuing conditions failing", HGT_SRC_NAME);
stopBaroHgtFusion();
}
} else {
if (starting_conditions_passing) {
if (_params.height_sensor_ref == HeightSensor::BARO) {
ECL_INFO("starting %s height fusion, resetting height", HGT_SRC_NAME);
_height_sensor_ref = HeightSensor::BARO;
_information_events.flags.reset_hgt_to_baro = true;
resetVerticalPositionTo(-(_baro_lpf.getState() - bias_est.getBias()), measurement_var);
bias_est.setBias(_state.pos(2) + _baro_lpf.getState());
} else {
ECL_INFO("starting %s height fusion", HGT_SRC_NAME);
bias_est.setBias(_state.pos(2) + _baro_lpf.getState());
}
aid_src.time_last_fuse = _time_delayed_us;
bias_est.setFusionActive();
_control_status.flags.baro_hgt = true;
}
}
} else if (_control_status.flags.baro_hgt
&& !isNewestSampleRecent(_time_last_baro_buffer_push, 2 * BARO_MAX_INTERVAL)) {
// No data anymore. Stop until it comes back.
ECL_WARN("stopping %s height fusion, no data", HGT_SRC_NAME);
stopBaroHgtFusion();
}
}
void Ekf::stopBaroHgtFusion()
{
if (_control_status.flags.baro_hgt) {
if (_height_sensor_ref == HeightSensor::BARO) {
_height_sensor_ref = HeightSensor::UNKNOWN;
}
_baro_b_est.setFusionInactive();
resetEstimatorAidStatus(_aid_src_baro_hgt);
_control_status.flags.baro_hgt = false;
}
}