/**************************************************************************** * * Copyright (c) 2018 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 WindEstimator.hpp * A wind and airspeed scale estimator. */ #pragma once #include #include #include class WindEstimator { public: WindEstimator() = default; ~WindEstimator() = default; // no copy, assignment, move, move assignment WindEstimator(const WindEstimator &) = delete; WindEstimator &operator=(const WindEstimator &) = delete; WindEstimator(WindEstimator &&) = delete; WindEstimator &operator=(WindEstimator &&) = delete; void update(uint64_t time_now); void fuse_airspeed(uint64_t time_now, float true_airspeed, const matrix::Vector3f &velI, const matrix::Vector2f &velIvar); void fuse_beta(uint64_t time_now, const matrix::Vector3f &velI, const matrix::Quatf &q_att); void get_wind(float wind[2]) { wind[0] = _state(w_n); wind[1] = _state(w_e); } bool is_estimate_valid() { return _initialised; } bool check_if_meas_is_rejected(uint64_t time_now, float innov, float innov_var, uint8_t gate_size, uint64_t &time_meas_rejected, bool &reinit_filter); float get_tas_scale() { return _state(tas); } float get_tas_innov() { return _tas_innov; } float get_tas_innov_var() { return _tas_innov_var; } float get_beta_innov() { return _beta_innov; } float get_beta_innov_var() { return _beta_innov_var; } void get_wind_var(float wind_var[2]) { wind_var[0] = _P(0, 0); wind_var[1] = _P(1, 1); } bool get_wind_estimator_reset() { return _wind_estimator_reset; } void set_wind_p_noise(float wind_sigma) { _wind_p_var = wind_sigma * wind_sigma; } void set_tas_scale_p_noise(float tas_scale_sigma) { _tas_scale_p_var = tas_scale_sigma * tas_scale_sigma; } void set_tas_noise(float tas_sigma) { _tas_var = tas_sigma * tas_sigma; } void set_beta_noise(float beta_var) { _beta_var = beta_var * beta_var; } void set_tas_gate(uint8_t gate_size) {_tas_gate = gate_size; } void set_beta_gate(uint8_t gate_size) {_beta_gate = gate_size; } // Inhibit learning of the airspeed scale factor and force the estimator to use _enforced_airspeed_scale as scale factor. // Negative input values enable learning of the airspeed scale factor. void enforce_airspeed_scale(float scale) {_enforced_airspeed_scale = scale; } private: enum { w_n = 0, w_e, tas }; ///< enum which can be used to access state. matrix::Vector3f _state; ///< state vector matrix::Matrix3f _P; ///< state covariance matrix float _tas_innov{0.0f}; ///< true airspeed innovation float _tas_innov_var{0.0f}; ///< true airspeed innovation variance float _beta_innov{0.0f}; ///< sideslip innovation float _beta_innov_var{0.0f}; ///< sideslip innovation variance bool _initialised{false}; ///< True: filter has been initialised float _wind_p_var{0.1f}; ///< wind process noise variance float _tas_scale_p_var{0.0001f}; ///< true airspeed scale process noise variance float _tas_var{1.4f}; ///< true airspeed measurement noise variance float _beta_var{0.5f}; ///< sideslip measurement noise variance uint8_t _tas_gate{3}; ///< airspeed fusion gate size uint8_t _beta_gate{1}; ///< sideslip fusion gate size uint64_t _time_last_airspeed_fuse = 0; ///< timestamp of last airspeed fusion uint64_t _time_last_beta_fuse = 0; ///< timestamp of last sideslip fusion uint64_t _time_last_update = 0; ///< timestamp of last covariance prediction uint64_t _time_rejected_beta = 0; ///< timestamp of when sideslip measurements have consistently started to be rejected uint64_t _time_rejected_tas = 0; ///