/**************************************************************************** * * Copyright (c) 2015 Estimation and Control Library (ECL). 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 ECL 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 ekf.h * Class for core functions for ekf attitude and position estimator. * * @author Roman Bast * */ #include "estimator_base.h" #define sq(_arg) powf(_arg, 2.0f) class Ekf : public EstimatorBase { public: Ekf(); ~Ekf(); bool update(); private: static const uint8_t _k_num_states = 24; static constexpr float _k_earth_rate = 0.000072921f; bool _filter_initialised; bool _earth_rate_initialised; bool _fuse_height; // true if there is new baro data bool _fuse_pos; // true if there is new position data from gps bool _fuse_vel; // true if there is new velocity data from gps uint8_t _mag_fuse_index; // counter for sequential mag axis fusion Vector3f _earth_rate_NED; matrix::Dcm _R_prev; float P[_k_num_states][_k_num_states]; // state covariance matrix // complementary filter states Vector3f _delta_angle_corr; Vector3f _delta_vel_corr; Vector3f _vel_corr; void calculateOutputStates(); bool initialiseFilter(void); void initialiseCovariance(); void predictState(); void predictCovariance(); void fuseMag(uint8_t index); void fuseHeading(); void fuseAirspeed(); void fuseRange(); void fuseVelPosHeight(); void resetVelocity(); void resetPosition(); void makeCovSymetrical(); void limitCov(); void printCovToFile(char const *filename); void assertCovNiceness(); void makeSymmetrical(); void constrainStates(); void fuse(float *K, float innovation); void printStates(); void printStatesFast(); void calcEarthRateNED(Vector3f &omega, double lat_rad) const; };