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@ -19,17 +19,17 @@
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#include <glog/logging.h>
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void Pvt_Kf::init_kf(const arma::vec& p,
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void Pvt_Kf::init_Kf(const arma::vec& p,
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const arma::vec& v,
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const arma::vec& res_p,
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double solver_interval_s,
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double update_interval_s,
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double measures_ecef_pos_sd_m,
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double measures_ecef_vel_sd_ms,
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double system_ecef_pos_sd_m,
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double system_ecef_vel_sd_ms)
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{
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// Kalman Filter class variables
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const double Ti = solver_interval_s;
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const double Ti = update_interval_s;
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d_F = {{1.0, 0.0, 0.0, Ti, 0.0, 0.0},
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{0.0, 1.0, 0.0, 0.0, Ti, 0.0},
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@ -69,7 +69,7 @@ void Pvt_Kf::init_kf(const arma::vec& p,
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d_x_old_old.subvec(0, 2) = p;
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d_x_old_old.subvec(3, 5) = v;
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initialized = true;
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d_initialized = true;
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DLOG(INFO) << "Ti: " << Ti;
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DLOG(INFO) << "F: " << d_F;
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@ -81,13 +81,30 @@ void Pvt_Kf::init_kf(const arma::vec& p,
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}
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bool Pvt_Kf::is_initialized() const
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{
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return d_initialized;
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}
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void Pvt_Kf::reset_Kf()
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{
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d_initialized = false;
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}
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void Pvt_Kf::run_Kf(const arma::vec& p, const arma::vec& v, const arma::vec& res_p)
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{
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if (d_initialized)
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{
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// Kalman loop
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// Prediction
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d_x_new_old = d_F * d_x_old_old;
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d_P_new_old = d_F * d_P_old_old * d_F.t() + d_Q;
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// Measurement update
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try
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{
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// Measurement residuals
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d_R(0,0) = res_p[0]; d_R(0,1) = res_p[3]; d_R(0,2) = res_p[5];
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d_R(1,0) = res_p[3]; d_R(1,1) = res_p[1]; d_R(1,2) = res_p[4];
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@ -100,16 +117,24 @@ void Pvt_Kf::run_Kf(const arma::vec& p, const arma::vec& v, const arma::vec& res
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d_x_new_new = d_x_new_old + K * (z - d_H * d_x_new_old);
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arma::mat A = (arma::eye(6, 6) - K * d_H);
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d_P_new_new = A * d_P_new_old * A.t() + K * d_R * K.t();
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// prepare data for next KF epoch
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d_x_old_old = d_x_new_new;
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d_P_old_old = d_P_new_new;
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}
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catch (...)
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{
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d_x_new_new = d_x_new_old;
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this->reset_Kf();
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}
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}
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}
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void Pvt_Kf::get_pvt(arma::vec& p, arma::vec& v)
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void Pvt_Kf::get_pv_Kf(arma::vec& p, arma::vec& v) const
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{
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if (d_initialized)
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{
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p = d_x_new_new.subvec(0, 2);
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v = d_x_new_new.subvec(3, 5);
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}
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}
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@ -35,17 +35,18 @@ class Pvt_Kf
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public:
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Pvt_Kf() = default;
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virtual ~Pvt_Kf() = default;
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void init_kf(const arma::vec& p,
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void init_Kf(const arma::vec& p,
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const arma::vec& v,
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const arma::vec& res_p,
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double solver_interval_s,
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double update_interval_s,
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double measures_ecef_pos_sd_m,
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double measures_ecef_vel_sd_ms,
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double system_ecef_pos_sd_m,
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double system_ecef_vel_sd_ms);
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bool is_initialized() const;
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void run_Kf(const arma::vec& p, const arma::vec& v, const arma::vec& res_p);
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void get_pvt(arma::vec& p, arma::vec& v);
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bool initialized{false};
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void get_pv_Kf(arma::vec& p, arma::vec& v) const;
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void reset_Kf();
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private:
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// Kalman Filter class variables
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@ -59,9 +60,11 @@ private:
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arma::vec d_x_old_old;
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arma::vec d_x_new_old;
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arma::vec d_x_new_new;
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bool d_initialized{false};
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};
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/** \} */
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/** \} */
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#endif // GNSS_SDR_Pvt_Kf_H
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@ -56,8 +56,6 @@ Rtklib_Solver::Rtklib_Solver(const rtk_t &rtk,
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d_flag_dump_enabled(flag_dump_to_file),
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d_flag_dump_mat_enabled(flag_dump_to_mat)
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{
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this->set_averaging_flag(false);
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// see freq index at src/algorithms/libs/rtklib/rtklib_rtkcmn.cc
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// function: satwavelen
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d_rtklib_freq_index[0] = 0;
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@ -900,7 +898,7 @@ void Rtklib_Solver::get_current_has_obs_correction(const std::string &signal, ui
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}
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bool Rtklib_Solver::get_PVT(const std::map<int, Gnss_Synchro> &gnss_observables_map, bool flag_averaging)
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bool Rtklib_Solver::get_PVT(const std::map<int, Gnss_Synchro> &gnss_observables_map, double kf_update_interval_s)
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{
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std::map<int, Gnss_Synchro>::const_iterator gnss_observables_iter;
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std::map<int, Galileo_Ephemeris>::const_iterator galileo_ephemeris_iter;
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@ -911,8 +909,6 @@ bool Rtklib_Solver::get_PVT(const std::map<int, Gnss_Synchro> &gnss_observables_
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const Glonass_Gnav_Utc_Model &gnav_utc = this->glonass_gnav_utc_model;
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this->set_averaging_flag(flag_averaging);
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// ********************************************************************************
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// ****** PREPARE THE DATA (SV EPHEMERIS AND OBSERVATIONS) ************************
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// ********************************************************************************
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@ -1509,7 +1505,7 @@ bool Rtklib_Solver::get_PVT(const std::map<int, Gnss_Synchro> &gnss_observables_
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this->set_num_valid_observations(0);
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if (d_conf.enable_pvt_kf == true)
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{
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d_pvt_kf.initialized = false;
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d_pvt_kf.reset_Kf();
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}
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}
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else
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@ -1548,17 +1544,17 @@ bool Rtklib_Solver::get_PVT(const std::map<int, Gnss_Synchro> &gnss_observables_
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if (d_conf.enable_pvt_kf == true)
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{
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if (d_pvt_kf.initialized == false)
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if (d_pvt_kf.is_initialized() == false)
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{
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arma::vec p = {pvt_sol.rr[0], pvt_sol.rr[1], pvt_sol.rr[2]};
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arma::vec v = {pvt_sol.rr[3], pvt_sol.rr[4], pvt_sol.rr[5]};
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arma::vec res_p = {pvt_sol.qr[0], pvt_sol.qr[1], pvt_sol.qr[2],
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pvt_sol.qr[3], pvt_sol.qr[4], pvt_sol.qr[5]};
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d_pvt_kf.init_kf(p,
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d_pvt_kf.init_Kf(p,
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v,
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res_p,
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d_conf.observable_interval_ms / 1000.0,
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kf_update_interval_s,
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d_conf.measures_ecef_pos_sd_m,
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d_conf.measures_ecef_vel_sd_ms,
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d_conf.system_ecef_pos_sd_m,
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@ -1572,7 +1568,7 @@ bool Rtklib_Solver::get_PVT(const std::map<int, Gnss_Synchro> &gnss_observables_
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pvt_sol.qr[3], pvt_sol.qr[4], pvt_sol.qr[5]};
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d_pvt_kf.run_Kf(p, v, res_p);
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d_pvt_kf.get_pvt(p, v);
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d_pvt_kf.get_pv_Kf(p, v);
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pvt_sol.rr[0] = p[0]; // [m]
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pvt_sol.rr[1] = p[1]; // [m]
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pvt_sol.rr[2] = p[2]; // [m]
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Pvt_Conf conf);
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~Rtklib_Solver();
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bool get_PVT(const std::map<int, Gnss_Synchro>& gnss_observables_map, bool flag_averaging);
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bool get_PVT(const std::map<int, Gnss_Synchro>& gnss_observables_map, double kf_update_interval_s);
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double get_hdop() const override;
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double get_vdop() const override;
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