/**************************************************************************** * * Copyright (c) 2015-2024 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. * ****************************************************************************/ #include "ekf.h" void Ekf::updateVerticalPositionAidSrcStatus(const uint64_t &time_us, const float obs, const float obs_var, const float innov_gate, estimator_aid_source1d_s &aid_src) const { resetEstimatorAidStatus(aid_src); aid_src.observation = obs; aid_src.innovation = _state.pos(2) - aid_src.observation; aid_src.observation_variance = math::max(sq(0.01f), obs_var); aid_src.innovation_variance = P(State::pos.idx + 2, State::pos.idx + 2) + aid_src.observation_variance; setEstimatorAidStatusTestRatio(aid_src, innov_gate); // z special case if there is bad vertical acceleration data, then don't reject measurement, // but limit innovation to prevent spikes that could destabilise the filter if (_fault_status.flags.bad_acc_vertical && aid_src.innovation_rejected) { const float innov_limit = innov_gate * sqrtf(aid_src.innovation_variance); aid_src.innovation = math::constrain(aid_src.innovation, -innov_limit, innov_limit); aid_src.innovation_rejected = false; } aid_src.timestamp_sample = time_us; } void Ekf::updateHorizontalPositionAidSrcStatus(const uint64_t &time_us, const Vector2f &obs, const Vector2f &obs_var, const float innov_gate, estimator_aid_source2d_s &aid_src) const { resetEstimatorAidStatus(aid_src); for (int i = 0; i < 2; i++) { aid_src.observation[i] = obs(i); aid_src.innovation[i] = _state.pos(i) - aid_src.observation[i]; aid_src.observation_variance[i] = math::max(sq(0.01f), obs_var(i)); const int state_index = State::pos.idx + i; aid_src.innovation_variance[i] = P(state_index, state_index) + aid_src.observation_variance[i]; } setEstimatorAidStatusTestRatio(aid_src, innov_gate); aid_src.timestamp_sample = time_us; } void Ekf::fuseHorizontalPosition(estimator_aid_source2d_s &aid_src) { // x & y if (!aid_src.innovation_rejected) { if (fuseDirectStateMeasurement(aid_src.innovation[0], aid_src.innovation_variance[0], State::pos.idx) && fuseDirectStateMeasurement(aid_src.innovation[1], aid_src.innovation_variance[1], State::pos.idx + 1) ) { aid_src.fused = true; aid_src.time_last_fuse = _time_delayed_us; _time_last_hor_pos_fuse = _time_delayed_us; } else { aid_src.fused = false; } } } void Ekf::fuseVerticalPosition(estimator_aid_source1d_s &aid_src) { // z if (!aid_src.innovation_rejected) { if (fuseDirectStateMeasurement(aid_src.innovation, aid_src.innovation_variance, State::pos.idx + 2)) { aid_src.fused = true; aid_src.time_last_fuse = _time_delayed_us; _time_last_hgt_fuse = _time_delayed_us; } } }