/**************************************************************************** * * Copyright (c) 2022 PX4 Development Team. All rights reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * 3. Neither the name PX4 nor the names of its contributors may be * used to endorse or promote products derived from this software * without specific prior written permission. * * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS * "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT * LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS * FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE * COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, * INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, * BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS * OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED * AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT * LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN * ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE * POSSIBILITY OF SUCH DAMAGE. * ****************************************************************************/ /** * @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)) { #if defined(CONFIG_EKF2_BARO_COMPENSATION) const float measurement = compensateBaroForDynamicPressure(baro_sample.hgt); #else const float measurement = baro_sample.hgt; #endif 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(State::pos.idx + 2, State::pos.idx + 2)); } // 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) { 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 == static_cast(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; } }