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pr-ekf2_ma
| Author | SHA1 | Date |
|---|---|---|
Daniel Agar
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83d5011cd8 |
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@ -293,15 +293,18 @@ void Ekf::resetQuatCov(const Vector3f &rot_var_ned)
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}
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#if defined(CONFIG_EKF2_MAGNETOMETER)
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void Ekf::resetMagCov()
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void Ekf::resetMagCov(float mag_noise)
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{
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if (_mag_decl_cov_reset) {
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if (PX4_ISFINITE(mag_noise) && (mag_noise > 0.f)) {
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ECL_INFO("reset mag covariance");
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_mag_decl_cov_reset = false;
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}
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P.uncorrelateCovarianceSetVariance<State::mag_I.dof>(State::mag_I.idx, sq(mag_noise));
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P.uncorrelateCovarianceSetVariance<State::mag_B.dof>(State::mag_B.idx, sq(mag_noise));
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P.uncorrelateCovarianceSetVariance<State::mag_I.dof>(State::mag_I.idx, sq(_params.mag_noise));
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P.uncorrelateCovarianceSetVariance<State::mag_B.dof>(State::mag_B.idx, sq(_params.mag_noise));
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} else {
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ECL_INFO("clearing mag covariance");
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P.uncorrelateCovarianceSetVariance<State::mag_I.dof>(State::mag_I.idx, 0.f);
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P.uncorrelateCovarianceSetVariance<State::mag_B.dof>(State::mag_B.idx, 0.f);
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}
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}
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#endif // CONFIG_EKF2_MAGNETOMETER
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@ -707,7 +707,6 @@ private:
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uint64_t _time_yaw_started{0}; ///< last system time in usec that a yaw rotation manoeuvre was detected
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AlphaFilter<float> _mag_heading_innov_lpf{0.1f};
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float _mag_heading_last_declination{}; ///< last magnetic field declination used for heading fusion (rad)
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bool _mag_decl_cov_reset{false}; ///< true after the fuseDeclination() function has been used to modify the earth field covariances after a magnetic field reset event.
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uint8_t _nb_mag_heading_reset_available{0};
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uint8_t _nb_mag_3d_reset_available{0};
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uint32_t _min_mag_health_time_us{1'000'000}; ///< magnetometer is marked as healthy only after this amount of time
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@ -1104,7 +1103,7 @@ private:
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void resetQuatCov(const Vector3f &euler_noise_ned);
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#if defined(CONFIG_EKF2_MAGNETOMETER)
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void resetMagCov();
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void resetMagCov(float mag_noise = NAN);
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#endif // CONFIG_EKF2_MAGNETOMETER
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#if defined(CONFIG_EKF2_WIND)
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@ -98,25 +98,14 @@ void Ekf::controlMag3DFusion(const magSample &mag_sample, const bool common_star
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aid_src.time_last_fuse = _time_delayed_us;
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} else {
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if (!_mag_decl_cov_reset) {
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// After any magnetic field covariance reset event the earth field state
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// covariances need to be corrected to incorporate knowledge of the declination
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// before fusing magnetometer data to prevent rapid rotation of the earth field
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// states for the first few observations.
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fuseDeclination(0.02f);
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_mag_decl_cov_reset = true;
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fuseMag(mag_sample.mag, aid_src, false);
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// The normal sequence is to fuse the magnetometer data first before fusing
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// declination angle at a higher uncertainty to allow some learning of
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// declination angle over time.
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const bool update_all_states = _control_status.flags.mag_3D;
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fuseMag(mag_sample.mag, aid_src, update_all_states);
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} else {
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// The normal sequence is to fuse the magnetometer data first before fusing
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// declination angle at a higher uncertainty to allow some learning of
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// declination angle over time.
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const bool update_all_states = _control_status.flags.mag_3D;
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fuseMag(mag_sample.mag, aid_src, update_all_states);
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if (_control_status.flags.mag_dec) {
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fuseDeclination(0.5f);
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}
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if (_control_status.flags.mag_dec) {
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fuseDeclination(0.5f);
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}
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}
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@ -157,16 +146,18 @@ void Ekf::controlMag3DFusion(const magSample &mag_sample, const bool common_star
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} else {
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if (starting_conditions_passing) {
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_control_status.flags.mag = true;
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// activate fusion, reset mag states and initialize variance if first init or in flight reset
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if (!_control_status.flags.yaw_align
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|| wmm_updated
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|| !_mag_decl_cov_reset
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|| !_state.mag_I.longerThan(0.f)
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|| (getStateVariance<State::mag_I>().min() < kMagVarianceMin)
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|| (getStateVariance<State::mag_B>().min() < kMagVarianceMin)
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) {
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bool reset_mag_states = !_control_status.flags.yaw_align
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|| wmm_updated
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|| !_state.mag_I.longerThan(0.f)
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|| (getStateVariance<State::mag_I>().min() < kMagVarianceMin)
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|| (getStateVariance<State::mag_B>().min() < kMagVarianceMin);
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if (!reset_mag_states && fuseMag(mag_sample.mag, aid_src, false)) {
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ECL_INFO("starting %s fusion", AID_SRC_NAME);
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_control_status.flags.mag = true;
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} else {
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ECL_INFO("starting %s fusion, resetting states", AID_SRC_NAME);
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bool reset_heading = !_control_status.flags.yaw_align;
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@ -177,14 +168,13 @@ void Ekf::controlMag3DFusion(const magSample &mag_sample, const bool common_star
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_control_status.flags.yaw_align = true;
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}
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} else {
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ECL_INFO("starting %s fusion", AID_SRC_NAME);
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fuseMag(mag_sample.mag, aid_src, false);
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_control_status.flags.mag = true;
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aid_src.time_last_fuse = _time_delayed_us;
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}
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aid_src.time_last_fuse = _time_delayed_us;
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_nb_mag_3d_reset_available = 2;
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if (_control_status.flags.mag) {
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_nb_mag_3d_reset_available = 2;
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}
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}
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}
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}
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@ -63,10 +63,16 @@ void Ekf::controlMagFusion()
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}
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// stop mag (require a reset before using again) if there was an external yaw reset (yaw estimator, GPS yaw, etc)
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if (_mag_decl_cov_reset && (_state_reset_status.reset_count.quat != _state_reset_count_prev.quat)) {
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ECL_INFO("yaw reset, stopping mag fusion to force reinitialization");
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stopMagFusion();
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resetMagCov();
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if (_state_reset_status.reset_count.quat != _state_reset_count_prev.quat) {
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if (_information_events.flags.yaw_aligned_to_imu_gps
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|| _control_status.flags.gps_yaw
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|| _control_status.flags.ev_yaw
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) {
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ECL_INFO("yaw reset, stopping mag fusion to force reinitialization");
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stopMagFusion();
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resetMagCov();
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}
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}
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magSample mag_sample;
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@ -145,7 +151,8 @@ void Ekf::resetMagStates(const Vector3f &mag, bool reset_heading)
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const Vector3f mag_B_before_reset = _state.mag_B;
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// reset covariances to default
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resetMagCov();
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const float R_MAG = math::max(sq(_params.mag_noise), sq(0.01f));
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resetMagCov(R_MAG);
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// if world magnetic model (inclination, declination, strength) available then use it to reset mag states
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if (PX4_ISFINITE(_mag_inclination_gps) && PX4_ISFINITE(_mag_declination_gps) && PX4_ISFINITE(_mag_strength_gps)) {
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@ -185,9 +192,6 @@ void Ekf::resetMagStates(const Vector3f &mag, bool reset_heading)
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resetMagHeading(mag);
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}
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// earth field was reset to WMM, skip initial declination fusion
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_mag_decl_cov_reset = true;
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} else {
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// mag_B: reset
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_state.mag_B.zero();
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@ -199,6 +203,12 @@ void Ekf::resetMagStates(const Vector3f &mag, bool reset_heading)
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// mag_I: use the last magnetometer measurements to reset the field states
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_state.mag_I = _R_to_earth * mag;
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// After any magnetic field covariance reset event the earth field state
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// covariances need to be corrected to incorporate knowledge of the declination
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// before fusing magnetometer data to prevent rapid rotation of the earth field
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// states for the first few observations.
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fuseDeclination(0.02f);
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}
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if (!mag_I_before_reset.longerThan(0.f)) {
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@ -106,7 +106,7 @@ bool Ekf::fuseMag(const Vector3f &mag, estimator_aid_source3d_s &aid_src_mag, bo
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resetQuatCov(_params.mag_heading_noise);
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}
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resetMagCov();
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resetMagCov(R_MAG);
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ECL_ERR("mag %s", numerical_error_covariance_reset_string);
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return false;
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@ -141,7 +141,7 @@ bool Ekf::fuseMag(const Vector3f &mag, estimator_aid_source3d_s &aid_src_mag, bo
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resetQuatCov(_params.mag_heading_noise);
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}
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resetMagCov();
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resetMagCov(R_MAG);
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ECL_ERR("magY %s", numerical_error_covariance_reset_string);
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return false;
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@ -169,7 +169,7 @@ bool Ekf::fuseMag(const Vector3f &mag, estimator_aid_source3d_s &aid_src_mag, bo
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resetQuatCov(_params.mag_heading_noise);
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}
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resetMagCov();
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resetMagCov(R_MAG);
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ECL_ERR("magZ %s", numerical_error_covariance_reset_string);
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return false;
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@ -191,15 +191,11 @@ bool Ekf::fuseMag(const Vector3f &mag, estimator_aid_source3d_s &aid_src_mag, bo
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Kfusion.slice<State::mag_B.dof, 1>(State::mag_B.idx, 0) = K_mag_B;
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}
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if (measurementUpdate(Kfusion, aid_src_mag.innovation_variance[index], aid_src_mag.innovation[index])) {
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fused[index] = true;
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limitDeclination();
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} else {
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fused[index] = false;
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}
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fused[index] = measurementUpdate(Kfusion, aid_src_mag.innovation_variance[index], aid_src_mag.innovation[index]);
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}
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limitDeclination();
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if (update_all_states) {
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_fault_status.flags.bad_mag_x = !fused[0];
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_fault_status.flags.bad_mag_y = !fused[1];
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@ -223,39 +219,55 @@ bool Ekf::fuseMag(const Vector3f &mag, estimator_aid_source3d_s &aid_src_mag, bo
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bool Ekf::fuseDeclination(float decl_sigma)
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{
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if (!_control_status.flags.mag) {
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if (!_state.mag_I.longerThan(0.f) || (getStateVariance<State::mag_I>().min() < kMagVarianceMin)) {
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return false;
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}
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// observation variance (rad**2)
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const float R_DECL = sq(decl_sigma);
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float decl_measurement = NAN;
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VectorState H;
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float decl_pred;
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float innovation_variance;
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if ((_params.mag_declination_source & GeoDeclinationMask::USE_GEO_DECL)
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&& PX4_ISFINITE(_mag_declination_gps)
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) {
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decl_measurement = _mag_declination_gps;
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// TODO: review getMagDeclination() usage, use mag_I, _mag_declination_gps, or parameter?
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sym::ComputeMagDeclinationPredInnovVarAndH(_state.vector(), P, R_DECL, FLT_EPSILON, &decl_pred, &innovation_variance, &H);
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const float innovation = wrap_pi(decl_pred - getMagDeclination());
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if (innovation_variance < R_DECL) {
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// variance calculation is badly conditioned
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return false;
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} else if ((_params.mag_declination_source & GeoDeclinationMask::SAVE_GEO_DECL)
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&& PX4_ISFINITE(_params.mag_declination_deg) && (fabsf(_params.mag_declination_deg) > 0.f)
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) {
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decl_measurement = math::radians(_params.mag_declination_deg);
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}
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// Calculate the Kalman gains
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VectorState Kfusion = P * H / innovation_variance;
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if (PX4_ISFINITE(decl_measurement)) {
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const bool is_fused = measurementUpdate(Kfusion, innovation_variance, innovation);
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// observation variance (rad**2)
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const float R_DECL = sq(decl_sigma);
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_fault_status.flags.bad_mag_decl = !is_fused;
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VectorState H;
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float decl_pred;
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float innovation_variance;
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if (is_fused) {
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limitDeclination();
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sym::ComputeMagDeclinationPredInnovVarAndH(_state.vector(), P, R_DECL, FLT_EPSILON, &decl_pred, &innovation_variance, &H);
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const float innovation = wrap_pi(decl_pred - decl_measurement);
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if (innovation_variance < R_DECL) {
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// variance calculation is badly conditioned
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return false;
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}
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// Calculate the Kalman gains
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VectorState Kfusion = P * H / innovation_variance;
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if (measurementUpdate(Kfusion, innovation_variance, innovation)) {
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limitDeclination();
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_fault_status.flags.bad_mag_decl = false;
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return true;
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} else {
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_fault_status.flags.bad_mag_decl = true;
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}
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}
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return is_fused;
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return false;
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}
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void Ekf::limitDeclination()
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@ -274,7 +286,9 @@ void Ekf::limitDeclination()
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// set to 50% of the horizontal strength from geo tables if location is known
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h_field_min = fmaxf(h_field_min, 0.5f * _mag_strength_gps * cosf(_mag_inclination_gps));
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} else if (_params.mag_declination_source & GeoDeclinationMask::SAVE_GEO_DECL) {
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} else if ((_params.mag_declination_source & GeoDeclinationMask::SAVE_GEO_DECL)
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&& PX4_ISFINITE(_params.mag_declination_deg) && (fabsf(_params.mag_declination_deg) > 0.f)
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) {
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// use parameter value if GPS isn't available
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decl_reference = math::radians(_params.mag_declination_deg);
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}
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@ -1,391 +1,391 @@
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Timestamp,state[0],state[1],state[2],state[3],state[4],state[5],state[6],state[7],state[8],state[9],state[10],state[11],state[12],state[13],state[14],state[15],state[16],state[17],state[18],state[19],state[20],state[21],state[22],state[23],variance[0],variance[1],variance[2],variance[3],variance[4],variance[5],variance[6],variance[7],variance[8],variance[9],variance[10],variance[11],variance[12],variance[13],variance[14],variance[15],variance[16],variance[17],variance[18],variance[19],variance[20],variance[21],variance[22],variance[23]
|
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10000,1,-0.0094,-0.01,-3.2e-06,0.00023,7.3e-05,-0.011,7.2e-06,2.2e-06,-0.00045,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.01,0.01,0.00018,25,25,10,1e+02,1e+02,1e+02,0.01,0.01,0.01,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
|
||||
90000,1,-0.0094,-0.011,6.9e-05,-0.00047,0.0026,-0.026,-1.6e-05,0.00011,-0.0023,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.01,0.01,0.00046,25,25,10,1e+02,1e+02,1e+02,0.01,0.01,0.01,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
|
||||
190000,1,-0.0094,-0.011,2.8e-05,6.9e-05,0.004,-0.041,-5.9e-06,0.00043,-0.0044,-3e-11,-2.7e-12,5.9e-13,0,0,-5e-08,0,0,0,0,0,0,0,0,0.011,0.011,0.00093,25,25,10,1e+02,1e+02,1,0.01,0.01,0.01,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
|
||||
290000,1,-0.0094,-0.011,6.3e-05,0.001,0.0064,-0.053,3.8e-05,0.00036,-0.007,9.1e-10,1e-10,-2.8e-11,0,0,-2.5e-06,0,0,0,0,0,0,0,0,0.012,0.011,0.00077,25,25,9.6,0.37,0.37,0.41,0.01,0.01,0.0052,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
|
||||
390000,1,-0.0094,-0.011,7e-05,0.0024,0.0083,-0.059,0.00021,0.0011,-0.0094,-1.1e-08,2.8e-09,7.7e-11,0,0,-1.5e-05,0,0,0,0,0,0,0,0,0.012,0.012,0.0012,25,25,8.1,0.97,0.97,0.32,0.01,0.01,0.0052,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
|
||||
490000,1,-0.0095,-0.012,2e-05,0.0039,0.0048,-0.06,0.00024,0.00049,-0.011,1.6e-06,-3.7e-07,1.4e-08,0,0,-4.1e-05,0,0,0,0,0,0,0,0,0.013,0.013,0.00073,7.8,7.8,5.9,0.34,0.34,0.31,0.01,0.01,0.0024,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
|
||||
590000,1,-0.0095,-0.012,2.6e-05,0.006,0.0073,-0.059,0.00074,0.0011,-0.012,1.6e-06,-3.4e-07,1.4e-08,0,0,-7.3e-05,0,0,0,0,0,0,0,0,0.015,0.015,0.001,7.9,7.9,4.2,0.67,0.67,0.32,0.01,0.01,0.0024,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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||||
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18790000,0.78,-0.012,-0.0017,-0.63,-0.0036,-0.0039,0.0035,0.00059,-0.0026,-3.7e+02,-0.0015,-0.0062,4.7e-05,-0.002,0.0083,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.0005,0.0005,0.019,0.031,0.031,0.013,0.05,0.05,0.045,4.6e-06,4.6e-06,5e-06,0.032,0.032,0.00072,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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18890000,0.78,-0.012,-0.0017,-0.63,-0.0035,-0.0046,0.0041,0.00024,-0.0031,-3.7e+02,-0.0015,-0.0062,4.7e-05,-0.002,0.0083,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00051,0.00051,0.019,0.034,0.034,0.013,0.056,0.056,0.045,4.6e-06,4.6e-06,5e-06,0.032,0.032,0.0007,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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18990000,0.78,-0.012,-0.0017,-0.63,-0.00065,-0.0048,0.0028,0.0029,-0.0024,-3.7e+02,-0.0016,-0.0062,4.8e-05,-0.002,0.0087,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00049,0.00049,0.019,0.03,0.03,0.012,0.048,0.048,0.044,4.2e-06,4.2e-06,5e-06,0.032,0.032,0.00066,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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19090000,0.78,-0.012,-0.0017,-0.63,-0.00047,-0.0055,0.0058,0.0028,-0.0029,-3.7e+02,-0.0016,-0.0062,4.8e-05,-0.002,0.0087,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.0005,0.0005,0.019,0.033,0.033,0.012,0.054,0.054,0.044,4.2e-06,4.2e-06,5e-06,0.032,0.032,0.00065,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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19190000,0.78,-0.012,-0.0018,-0.63,0.0024,-0.0047,0.0058,0.0049,-0.0023,-3.7e+02,-0.0016,-0.0062,4.9e-05,-0.002,0.0091,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00048,0.00048,0.019,0.029,0.029,0.012,0.047,0.047,0.044,3.9e-06,3.9e-06,5e-06,0.032,0.032,0.00062,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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19290000,0.78,-0.012,-0.0018,-0.63,0.0028,-0.004,0.0086,0.0052,-0.0027,-3.7e+02,-0.0016,-0.0062,4.9e-05,-0.002,0.0091,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00049,0.00049,0.019,0.032,0.032,0.012,0.053,0.053,0.044,3.9e-06,3.9e-06,5e-06,0.032,0.032,0.0006,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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19390000,0.78,-0.012,-0.0017,-0.63,0.0025,-0.0025,0.012,0.0042,-0.0021,-3.7e+02,-0.0016,-0.0062,4.8e-05,-0.0022,0.009,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00047,0.00047,0.019,0.028,0.028,0.012,0.046,0.046,0.043,3.5e-06,3.5e-06,5e-06,0.032,0.032,0.00058,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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19490000,0.78,-0.012,-0.0018,-0.63,0.004,-0.0016,0.0088,0.0046,-0.0023,-3.7e+02,-0.0016,-0.0062,4.8e-05,-0.0021,0.009,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00048,0.00048,0.019,0.031,0.031,0.011,0.052,0.052,0.043,3.5e-06,3.5e-06,5e-06,0.032,0.032,0.00056,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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19590000,0.78,-0.012,-0.0018,-0.63,0.0034,-0.00011,0.0081,0.0037,-0.0018,-3.7e+02,-0.0016,-0.0062,4.8e-05,-0.0022,0.0089,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00046,0.00046,0.019,0.028,0.028,0.011,0.046,0.046,0.042,3.2e-06,3.2e-06,5e-06,0.032,0.032,0.00054,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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19690000,0.78,-0.012,-0.0018,-0.63,0.0033,0.002,0.0096,0.004,-0.0017,-3.7e+02,-0.0016,-0.0062,4.8e-05,-0.0022,0.0089,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00047,0.00047,0.019,0.031,0.031,0.011,0.051,0.051,0.042,3.2e-06,3.2e-06,5e-06,0.032,0.032,0.00052,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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19790000,0.78,-0.012,-0.0018,-0.63,0.0034,0.0033,0.01,0.0033,-0.0014,-3.7e+02,-0.0016,-0.0062,4.8e-05,-0.0022,0.0088,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00046,0.00046,0.019,0.027,0.027,0.011,0.045,0.045,0.042,2.9e-06,2.9e-06,5e-06,0.032,0.032,0.0005,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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19890000,0.78,-0.012,-0.0017,-0.63,0.0051,0.0039,0.011,0.0037,-0.001,-3.7e+02,-0.0016,-0.0062,4.8e-05,-0.0022,0.0088,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00046,0.00046,0.019,0.03,0.03,0.011,0.051,0.051,0.042,2.9e-06,2.9e-06,5e-06,0.032,0.032,0.00049,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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19990000,0.78,-0.012,-0.0017,-0.63,0.0056,0.0051,0.014,0.003,-0.00085,-3.7e+02,-0.0016,-0.0062,4.8e-05,-0.0022,0.0087,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00045,0.00045,0.019,0.027,0.027,0.01,0.045,0.045,0.041,2.7e-06,2.7e-06,5e-06,0.032,0.032,0.00047,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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20090000,0.78,-0.012,-0.0017,-0.63,0.0059,0.0071,0.014,0.0036,-0.00026,-3.7e+02,-0.0016,-0.0062,4.8e-05,-0.0022,0.0087,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00045,0.00045,0.019,0.029,0.029,0.01,0.05,0.05,0.042,2.7e-06,2.7e-06,5e-06,0.032,0.032,0.00046,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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20190000,0.78,-0.012,-0.0017,-0.63,0.0043,0.008,0.017,0.0018,-0.00028,-3.7e+02,-0.0015,-0.0062,4.8e-05,-0.0021,0.0085,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00044,0.00044,0.019,0.026,0.026,0.01,0.044,0.044,0.041,2.5e-06,2.5e-06,5e-06,0.032,0.032,0.00045,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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20290000,0.78,-0.012,-0.0017,-0.63,0.0055,0.0098,0.015,0.0023,0.00061,-3.7e+02,-0.0015,-0.0062,4.8e-05,-0.0021,0.0085,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00045,0.00045,0.019,0.028,0.028,0.0099,0.05,0.05,0.041,2.5e-06,2.5e-06,5e-06,0.032,0.032,0.00043,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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20390000,0.78,-0.012,-0.0016,-0.63,0.0046,0.011,0.017,0.0007,0.00041,-3.7e+02,-0.0015,-0.0062,4.7e-05,-0.0021,0.0082,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00044,0.00044,0.019,0.025,0.025,0.0097,0.044,0.044,0.041,2.3e-06,2.3e-06,5e-06,0.032,0.032,0.00042,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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20490000,0.78,-0.012,-0.0017,-0.63,0.0052,0.011,0.016,0.0012,0.0015,-3.7e+02,-0.0015,-0.0062,4.7e-05,-0.0021,0.0082,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00044,0.00044,0.019,0.028,0.028,0.0096,0.049,0.049,0.041,2.3e-06,2.3e-06,5e-06,0.032,0.032,0.00041,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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20590000,0.78,-0.012,-0.0017,-0.63,0.0043,0.011,0.013,0.00093,0.0012,-3.7e+02,-0.0015,-0.0062,4.7e-05,-0.0019,0.0081,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00043,0.00043,0.019,0.025,0.025,0.0093,0.044,0.044,0.04,2.1e-06,2.1e-06,5e-06,0.032,0.032,0.0004,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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20690000,0.78,-0.012,-0.0017,-0.63,0.0042,0.013,0.015,0.0014,0.0024,-3.7e+02,-0.0015,-0.0062,4.7e-05,-0.0019,0.0081,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00043,0.00043,0.019,0.027,0.027,0.0093,0.049,0.049,0.04,2.1e-06,2.1e-06,5e-06,0.032,0.032,0.00039,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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20790000,0.78,-0.012,-0.0017,-0.63,0.0049,0.012,0.015,0.0011,0.0018,-3.7e+02,-0.0015,-0.0061,4.7e-05,-0.0018,0.008,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00042,0.00042,0.019,0.024,0.024,0.0091,0.044,0.044,0.04,1.9e-06,1.9e-06,5e-06,0.032,0.032,0.00038,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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20890000,0.78,-0.012,-0.0017,-0.63,0.0051,0.014,0.014,0.0016,0.0031,-3.7e+02,-0.0015,-0.0061,4.7e-05,-0.0018,0.008,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00043,0.00043,0.019,0.026,0.026,0.009,0.049,0.049,0.04,1.9e-06,1.9e-06,5e-06,0.032,0.032,0.00037,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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20990000,0.78,-0.012,-0.0017,-0.63,0.0058,0.016,0.015,0.0016,0.0031,-3.7e+02,-0.0015,-0.0061,4.7e-05,-0.0016,0.0079,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00042,0.00042,0.019,0.026,0.026,0.0088,0.051,0.051,0.039,1.8e-06,1.8e-06,5e-06,0.031,0.031,0.00036,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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18490000,0.78,-0.012,-0.0017,-0.63,-0.004,-0.0058,0.0076,0.001,-0.0038,-3.7e+02,-0.0015,-0.0061,4.7e-05,-0.0018,0.0081,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00053,0.00053,0.019,0.037,0.037,0.014,0.061,0.061,0.046,5.7e-06,5.7e-06,5e-06,0.033,0.033,0.00082,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,1,1
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18590000,0.78,-0.012,-0.0017,-0.63,-0.0042,-0.0051,0.0057,0.00095,-0.0028,-3.7e+02,-0.0015,-0.0062,4.7e-05,-0.0019,0.0082,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00051,0.00051,0.019,0.032,0.032,0.014,0.052,0.052,0.045,5.1e-06,5.1e-06,5e-06,0.032,0.032,0.00078,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,1,1
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18790000,0.78,-0.012,-0.0017,-0.63,-0.0036,-0.0039,0.0035,0.00059,-0.0026,-3.7e+02,-0.0015,-0.0062,4.7e-05,-0.002,0.0083,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.0005,0.0005,0.019,0.031,0.031,0.013,0.05,0.05,0.045,4.6e-06,4.6e-06,5e-06,0.032,0.032,0.00072,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,1,1
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18890000,0.78,-0.012,-0.0017,-0.63,-0.0035,-0.0046,0.0041,0.00024,-0.0031,-3.7e+02,-0.0015,-0.0062,4.7e-05,-0.002,0.0083,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00051,0.00051,0.019,0.034,0.034,0.013,0.056,0.056,0.045,4.6e-06,4.6e-06,5e-06,0.032,0.032,0.0007,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,1,1
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18990000,0.78,-0.012,-0.0017,-0.63,-0.00065,-0.0048,0.0028,0.0029,-0.0024,-3.7e+02,-0.0016,-0.0062,4.8e-05,-0.002,0.0087,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00049,0.00049,0.019,0.03,0.03,0.012,0.048,0.048,0.044,4.2e-06,4.2e-06,5e-06,0.032,0.032,0.00066,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,1,1
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19090000,0.78,-0.012,-0.0017,-0.63,-0.00047,-0.0055,0.0058,0.0028,-0.0029,-3.7e+02,-0.0016,-0.0062,4.8e-05,-0.002,0.0087,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.0005,0.0005,0.019,0.033,0.033,0.012,0.054,0.054,0.044,4.2e-06,4.2e-06,5e-06,0.032,0.032,0.00065,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,1,1
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19190000,0.78,-0.012,-0.0018,-0.63,0.0024,-0.0047,0.0058,0.0049,-0.0023,-3.7e+02,-0.0016,-0.0062,4.9e-05,-0.002,0.0091,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00048,0.00048,0.019,0.029,0.029,0.012,0.047,0.047,0.044,3.9e-06,3.9e-06,5e-06,0.032,0.032,0.00062,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,1,1
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19290000,0.78,-0.012,-0.0018,-0.63,0.0028,-0.004,0.0086,0.0052,-0.0027,-3.7e+02,-0.0016,-0.0062,4.9e-05,-0.002,0.0091,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00049,0.00049,0.019,0.032,0.032,0.012,0.053,0.053,0.044,3.9e-06,3.9e-06,5e-06,0.032,0.032,0.0006,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,1,1
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19390000,0.78,-0.012,-0.0017,-0.63,0.0025,-0.0025,0.012,0.0042,-0.0021,-3.7e+02,-0.0016,-0.0062,4.8e-05,-0.0022,0.009,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00047,0.00047,0.019,0.028,0.028,0.012,0.046,0.046,0.043,3.5e-06,3.5e-06,5e-06,0.032,0.032,0.00058,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,1,1
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19490000,0.78,-0.012,-0.0018,-0.63,0.004,-0.0016,0.0088,0.0046,-0.0023,-3.7e+02,-0.0016,-0.0062,4.8e-05,-0.0021,0.009,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00048,0.00048,0.019,0.031,0.031,0.011,0.052,0.052,0.043,3.5e-06,3.5e-06,5e-06,0.032,0.032,0.00056,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,1,1
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19590000,0.78,-0.012,-0.0018,-0.63,0.0034,-0.00011,0.0081,0.0037,-0.0018,-3.7e+02,-0.0016,-0.0062,4.8e-05,-0.0022,0.0089,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00046,0.00046,0.019,0.028,0.028,0.011,0.046,0.046,0.042,3.2e-06,3.2e-06,5e-06,0.032,0.032,0.00054,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,1,1
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19690000,0.78,-0.012,-0.0018,-0.63,0.0033,0.002,0.0096,0.004,-0.0017,-3.7e+02,-0.0016,-0.0062,4.8e-05,-0.0022,0.0089,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00047,0.00047,0.019,0.031,0.031,0.011,0.051,0.051,0.042,3.2e-06,3.2e-06,5e-06,0.032,0.032,0.00052,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,1,1
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19790000,0.78,-0.012,-0.0018,-0.63,0.0034,0.0033,0.01,0.0033,-0.0014,-3.7e+02,-0.0016,-0.0062,4.8e-05,-0.0022,0.0088,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00046,0.00046,0.019,0.027,0.027,0.011,0.045,0.045,0.042,2.9e-06,2.9e-06,5e-06,0.032,0.032,0.0005,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,1,1
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19890000,0.78,-0.012,-0.0017,-0.63,0.0051,0.0039,0.011,0.0037,-0.001,-3.7e+02,-0.0016,-0.0062,4.8e-05,-0.0022,0.0088,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00046,0.00046,0.019,0.03,0.03,0.011,0.051,0.051,0.042,2.9e-06,2.9e-06,5e-06,0.032,0.032,0.00049,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,1,1
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19990000,0.78,-0.012,-0.0017,-0.63,0.0056,0.0051,0.014,0.003,-0.00085,-3.7e+02,-0.0016,-0.0062,4.8e-05,-0.0022,0.0087,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00045,0.00045,0.019,0.027,0.027,0.01,0.045,0.045,0.041,2.7e-06,2.7e-06,5e-06,0.032,0.032,0.00047,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,1,1
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20090000,0.78,-0.012,-0.0017,-0.63,0.0059,0.0071,0.014,0.0036,-0.00026,-3.7e+02,-0.0016,-0.0062,4.8e-05,-0.0022,0.0087,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00045,0.00045,0.019,0.029,0.029,0.01,0.05,0.05,0.042,2.7e-06,2.7e-06,5e-06,0.032,0.032,0.00046,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,1,1
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20190000,0.78,-0.012,-0.0017,-0.63,0.0043,0.008,0.017,0.0018,-0.00028,-3.7e+02,-0.0015,-0.0062,4.8e-05,-0.0021,0.0085,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00044,0.00044,0.019,0.026,0.026,0.01,0.044,0.044,0.041,2.5e-06,2.5e-06,5e-06,0.032,0.032,0.00045,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,1,1
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|
||||
38190000,0.66,-0.00041,-0.0035,0.75,-1.9,-1.4,-0.015,-1e+06,1.2e+04,-3.7e+02,-0.0014,-0.0061,0.00019,-0.22,0.26,-0.11,-0.0095,-0.0021,0.56,0.0094,-0.22,-0.099,0,0,0.00018,0.00019,0.02,1,1,0.0053,4.8,5.1,0.034,5.9e-07,6e-07,5e-06,0.016,0.015,9.1e-05,4.3e-06,1e-06,4.2e-06,3.7e-06,4.5e-06,4.2e-06,1,1
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||||
38290000,0.66,-0.00044,-0.0035,0.75,-1.9,-1.4,-0.0081,-1e+06,1.2e+04,-3.7e+02,-0.0014,-0.0061,0.00019,-0.22,0.26,-0.11,-0.0095,-0.0021,0.56,0.0094,-0.22,-0.099,0,0,0.00018,0.00019,0.02,1,1.1,0.0053,5.3,5.6,0.034,6e-07,6e-07,5e-06,0.016,0.015,9.1e-05,4.3e-06,1e-06,4.2e-06,3.7e-06,4.5e-06,4.2e-06,1,1
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38390000,0.66,-0.00042,-0.0035,0.75,-1.9,-1.4,-0.0013,-1e+06,1.2e+04,-3.7e+02,-0.0014,-0.0061,0.00019,-0.22,0.26,-0.11,-0.0095,-0.0021,0.56,0.0094,-0.22,-0.099,0,0,0.00018,0.00019,0.02,1.1,1.1,0.0053,5.7,6.1,0.034,6e-07,6.1e-07,5e-06,0.016,0.015,9.1e-05,4.3e-06,1e-06,4.2e-06,3.7e-06,4.5e-06,4.2e-06,1,1
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||||
38490000,0.66,-0.00044,-0.0034,0.75,-1.9,-1.3,0.0052,-1e+06,1.2e+04,-3.7e+02,-0.0014,-0.0061,0.00019,-0.22,0.26,-0.11,-0.0095,-0.0021,0.56,0.0094,-0.22,-0.099,0,0,0.00018,0.00019,0.02,1.1,1.2,0.0053,6.2,6.6,0.033,6e-07,6.1e-07,5e-06,0.016,0.015,9.1e-05,4.3e-06,1e-06,4.2e-06,3.7e-06,4.5e-06,4.2e-06,1,1
|
||||
38590000,0.66,-0.0004,-0.0034,0.75,-1.8,-1.3,0.011,-1e+06,1.2e+04,-3.7e+02,-0.0014,-0.0061,0.00019,-0.22,0.26,-0.11,-0.0095,-0.0021,0.56,0.0094,-0.22,-0.099,0,0,0.00018,0.00019,0.02,1.2,1.2,0.0053,6.7,7.1,0.033,6e-07,6.1e-07,5e-06,0.016,0.015,9.1e-05,4.3e-06,1e-06,4.2e-06,3.7e-06,4.5e-06,4.2e-06,1,1
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||||
38690000,0.66,-0.00044,-0.0033,0.75,-1.8,-1.3,0.018,-1e+06,1.2e+04,-3.7e+02,-0.0014,-0.0061,0.00019,-0.22,0.26,-0.11,-0.0095,-0.0021,0.56,0.0094,-0.22,-0.099,0,0,0.00018,0.00019,0.02,1.2,1.3,0.0053,7.3,7.7,0.033,6e-07,6.1e-07,5e-06,0.016,0.015,9.1e-05,4.3e-06,1e-06,4.2e-06,3.7e-06,4.5e-06,4.2e-06,1,1
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||||
38790000,0.66,-0.00046,-0.0033,0.75,-1.8,-1.3,0.024,-1e+06,1.2e+04,-3.7e+02,-0.0014,-0.0061,0.00019,-0.22,0.26,-0.11,-0.0095,-0.0021,0.56,0.0094,-0.22,-0.099,0,0,0.00018,0.00019,0.02,1.3,1.4,0.0053,7.9,8.3,0.033,6e-07,6.1e-07,5e-06,0.016,0.015,9.1e-05,4.3e-06,1e-06,4.2e-06,3.7e-06,4.5e-06,4.2e-06,1,1
|
||||
38890000,0.66,-0.00057,-0.0031,0.75,-1.8,-1.3,0.53,-1e+06,1.2e+04,-3.7e+02,-0.0014,-0.0061,0.00019,-0.21,0.26,-0.11,-0.0095,-0.0021,0.56,0.0094,-0.22,-0.099,0,0,0.00018,0.00019,0.02,1.3,1.4,0.0053,8.5,9,0.033,6e-07,6.1e-07,5e-06,0.016,0.015,9.1e-05,4.3e-06,1e-06,4.2e-06,3.7e-06,4.5e-06,4.2e-06,1,1
|
||||
|
|
|
|||
|
|
|
@ -1,351 +1,351 @@
|
|||
Timestamp,state[0],state[1],state[2],state[3],state[4],state[5],state[6],state[7],state[8],state[9],state[10],state[11],state[12],state[13],state[14],state[15],state[16],state[17],state[18],state[19],state[20],state[21],state[22],state[23],variance[0],variance[1],variance[2],variance[3],variance[4],variance[5],variance[6],variance[7],variance[8],variance[9],variance[10],variance[11],variance[12],variance[13],variance[14],variance[15],variance[16],variance[17],variance[18],variance[19],variance[20],variance[21],variance[22],variance[23]
|
||||
10000,1,-0.011,-0.01,0.00023,0.00033,-0.00013,-0.01,1e-05,-3.9e-06,-0.00042,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.01,0.01,0.00018,25,25,10,1e+02,1e+02,1e+02,0.01,0.01,0.01,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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||||
90000,1,-0.011,-0.01,0.00033,-0.001,-0.0031,-0.024,-3.8e-05,-0.00013,-0.0021,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.01,0.01,0.00046,25,25,10,1e+02,1e+02,1e+02,0.01,0.01,0.01,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
|
||||
190000,1,-0.012,-0.011,0.00044,-0.0023,-0.003,-0.037,-0.00017,-0.00043,-0.017,4.7e-10,-5e-10,-1.5e-11,0,0,-1.1e-06,0,0,0,0,0,0,0,0,0.011,0.011,0.00094,25,25,10,1e+02,1e+02,1,0.01,0.01,0.01,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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290000,1,-0.012,-0.011,0.00044,-0.0033,-0.0044,-0.046,-0.00024,-0.00025,-0.018,3.8e-09,-5.9e-09,-4.7e-10,0,0,-1e-05,0,0,0,0,0,0,0,0,0.011,0.012,0.00077,25,25,9.6,0.37,0.37,0.41,0.01,0.01,0.0052,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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390000,1,-0.012,-0.011,0.00049,-0.0025,-0.0059,-0.063,-0.00056,-0.00071,-0.013,-7.1e-09,-5.8e-09,-1.3e-09,0,0,2.2e-06,0,0,0,0,0,0,0,0,0.012,0.012,0.0012,25,25,8.1,0.97,0.97,0.32,0.01,0.01,0.0052,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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490000,1,-0.012,-0.012,0.00055,-0.0007,-0.0062,-0.069,-0.00015,-0.00046,-0.011,-1.2e-06,7.5e-07,-1.7e-07,0,0,-1e-06,0,0,0,0,0,0,0,0,0.013,0.013,0.00073,7.8,7.8,5.9,0.34,0.34,0.31,0.01,0.01,0.0024,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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590000,1,-0.012,-0.012,0.00057,-0.002,-0.009,-0.12,-0.00028,-0.0012,-0.029,-1.3e-06,7.8e-07,-1.8e-07,0,0,7.8e-05,0,0,0,0,0,0,0,0,0.015,0.015,0.001,7.9,7.9,4.2,0.67,0.67,0.32,0.01,0.01,0.0024,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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690000,1,-0.012,-0.012,0.0006,5.4e-05,-0.0088,-0.05,-8e-05,-0.00078,-0.0088,-5.6e-06,1.6e-06,-5.2e-07,0,0,-0.00016,0,0,0,0,0,0,0,0,0.016,0.016,0.00062,2.7,2.7,2.8,0.26,0.26,0.29,0.01,0.01,0.0012,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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790000,1,-0.012,-0.012,0.0006,0.0022,-0.01,-0.054,-2.3e-05,-0.0017,-0.011,-5.4e-06,1.6e-06,-5.1e-07,0,0,-0.0002,0,0,0,0,0,0,0,0,0.018,0.018,0.00079,2.8,2.8,1.9,0.42,0.42,0.27,0.01,0.01,0.0012,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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890000,1,-0.012,-0.013,0.00061,0.0031,-0.0084,-0.093,0.00015,-0.0011,-0.031,-2.1e-05,1.2e-06,-7.4e-07,0,0,-8.1e-05,0,0,0,0,0,0,0,0,0.019,0.019,0.00052,1.3,1.3,1.3,0.2,0.2,0.25,0.0099,0.0099,0.00067,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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990000,1,-0.012,-0.013,0.00058,0.006,-0.0097,-0.12,0.00062,-0.002,-0.046,-2.2e-05,1.2e-06,-7.4e-07,0,0,-2.6e-05,0,0,0,0,0,0,0,0,0.021,0.021,0.00064,1.5,1.5,0.95,0.3,0.3,0.23,0.0099,0.0099,0.00067,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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1090000,1,-0.012,-0.013,0.00054,0.011,-0.013,-0.13,0.00077,-0.0014,-0.062,-6e-05,-1.5e-05,-1.8e-07,0,0,1.1e-05,0,0,0,0,0,0,0,0,0.023,0.023,0.00045,0.93,0.93,0.69,0.17,0.17,0.2,0.0098,0.0098,0.00042,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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1190000,1,-0.012,-0.013,0.00047,0.015,-0.018,-0.11,0.0021,-0.003,-0.047,-5.7e-05,-1.3e-05,-2.2e-07,0,0,-0.00056,0,0,0,0,0,0,0,0,0.025,0.025,0.00053,1.1,1.1,0.54,0.24,0.24,0.19,0.0098,0.0098,0.00042,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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1290000,1,-0.012,-0.014,0.00041,0.019,-0.018,-0.11,0.002,-0.0024,-0.048,-0.00016,-9.5e-05,3e-06,0,0,-0.00083,0,0,0,0,0,0,0,0,0.025,0.026,0.0004,0.88,0.88,0.42,0.15,0.15,0.18,0.0095,0.0095,0.00028,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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1390000,1,-0.012,-0.014,0.00038,0.026,-0.023,-0.097,0.0043,-0.0044,-0.038,-0.00016,-9e-05,2.8e-06,0,0,-0.0015,0,0,0,0,0,0,0,0,0.028,0.028,0.00046,1.2,1.1,0.33,0.21,0.21,0.16,0.0095,0.0095,0.00028,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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1490000,1,-0.012,-0.014,0.00037,0.024,-0.02,-0.12,0.0034,-0.0033,-0.053,-0.00039,-0.00033,1.1e-05,0,0,-0.0013,0,0,0,0,0,0,0,0,0.027,0.027,0.00036,0.95,0.95,0.27,0.14,0.14,0.15,0.0088,0.0088,0.0002,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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||||
1590000,1,-0.012,-0.014,0.00039,0.031,-0.024,-0.13,0.0061,-0.0055,-0.063,-0.00039,-0.00033,1.1e-05,0,0,-0.0015,0,0,0,0,0,0,0,0,0.029,0.029,0.00041,1.3,1.3,0.23,0.2,0.2,0.14,0.0088,0.0088,0.0002,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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1690000,1,-0.012,-0.014,0.00042,0.028,-0.019,-0.13,0.0044,-0.0037,-0.068,-0.00073,-0.00073,2.4e-05,0,0,-0.0019,0,0,0,0,0,0,0,0,0.025,0.026,0.00033,1,1,0.19,0.14,0.14,0.13,0.0078,0.0078,0.00015,0.04,0.04,0.039,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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1790000,1,-0.012,-0.014,0.00038,0.036,-0.024,-0.13,0.0076,-0.0059,-0.067,-0.00072,-0.00072,2.4e-05,0,0,-0.0029,0,0,0,0,0,0,0,0,0.028,0.028,0.00037,1.3,1.3,0.17,0.2,0.2,0.12,0.0078,0.0078,0.00015,0.04,0.04,0.039,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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1890000,1,-0.012,-0.014,0.00037,0.043,-0.025,-0.14,0.012,-0.0084,-0.075,-0.00072,-0.00071,2.4e-05,0,0,-0.0033,0,0,0,0,0,0,0,0,0.031,0.031,0.00041,1.7,1.7,0.15,0.31,0.31,0.12,0.0078,0.0078,0.00015,0.04,0.04,0.039,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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1990000,1,-0.011,-0.014,0.00036,0.035,-0.018,-0.14,0.0082,-0.0054,-0.074,-0.0011,-0.0012,3.8e-05,0,0,-0.0047,0,0,0,0,0,0,0,0,0.024,0.024,0.00033,1.3,1.3,0.13,0.2,0.2,0.11,0.0067,0.0067,0.00011,0.04,0.04,0.039,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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2090000,1,-0.011,-0.014,0.00039,0.042,-0.02,-0.14,0.012,-0.0074,-0.071,-0.0011,-0.0012,3.8e-05,0,0,-0.0066,0,0,0,0,0,0,0,0,0.027,0.027,0.00037,1.7,1.7,0.12,0.31,0.31,0.11,0.0067,0.0067,0.00011,0.04,0.04,0.039,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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2190000,1,-0.011,-0.014,0.00032,0.033,-0.014,-0.14,0.0081,-0.0044,-0.077,-0.0014,-0.0018,5.1e-05,0,0,-0.0076,0,0,0,0,0,0,0,0,0.02,0.02,0.0003,1.2,1.2,0.11,0.2,0.2,0.11,0.0055,0.0055,8.8e-05,0.04,0.04,0.038,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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2290000,1,-0.011,-0.014,0.00031,0.038,-0.014,-0.14,0.012,-0.0058,-0.075,-0.0014,-0.0018,5e-05,0,0,-0.0099,0,0,0,0,0,0,0,0,0.022,0.022,0.00033,1.5,1.5,0.11,0.3,0.29,0.1,0.0055,0.0055,8.8e-05,0.04,0.04,0.038,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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2390000,1,-0.011,-0.013,0.00031,0.03,-0.01,-0.14,0.0076,-0.0034,-0.072,-0.0017,-0.0023,5.9e-05,0,0,-0.013,0,0,0,0,0,0,0,0,0.017,0.017,0.00027,1,1,0.1,0.19,0.19,0.098,0.0046,0.0046,7e-05,0.04,0.04,0.037,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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2490000,1,-0.011,-0.014,0.00039,0.033,-0.009,-0.14,0.011,-0.0044,-0.079,-0.0017,-0.0023,5.9e-05,0,0,-0.014,0,0,0,0,0,0,0,0,0.018,0.018,0.0003,1.3,1.3,0.1,0.28,0.28,0.097,0.0046,0.0046,7e-05,0.04,0.04,0.037,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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2590000,1,-0.01,-0.013,0.00028,0.023,-0.006,-0.15,0.0066,-0.0024,-0.084,-0.0018,-0.0027,6.4e-05,0,0,-0.015,0,0,0,0,0,0,0,0,0.014,0.014,0.00025,0.89,0.89,0.099,0.18,0.18,0.094,0.0038,0.0038,5.7e-05,0.04,0.04,0.036,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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2690000,1,-0.01,-0.013,0.00032,0.027,-0.0052,-0.15,0.0092,-0.003,-0.084,-0.0018,-0.0027,6.4e-05,0,0,-0.018,0,0,0,0,0,0,0,0,0.015,0.015,0.00027,1.1,1.1,0.097,0.25,0.25,0.091,0.0038,0.0038,5.7e-05,0.04,0.04,0.036,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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2790000,1,-0.01,-0.013,0.00025,0.022,-0.0029,-0.14,0.0059,-0.0016,-0.081,-0.0019,-0.003,6.7e-05,0,0,-0.022,0,0,0,0,0,0,0,0,0.011,0.011,0.00023,0.77,0.77,0.095,0.16,0.16,0.089,0.0032,0.0032,4.7e-05,0.04,0.04,0.035,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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2890000,1,-0.01,-0.013,0.00017,0.026,-0.0046,-0.14,0.0083,-0.0021,-0.081,-0.0019,-0.003,6.7e-05,0,0,-0.026,0,0,0,0,0,0,0,0,0.013,0.013,0.00025,0.95,0.95,0.096,0.23,0.23,0.089,0.0032,0.0032,4.7e-05,0.04,0.04,0.034,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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2990000,1,-0.01,-0.013,0.00017,0.02,-0.0035,-0.15,0.0054,-0.0012,-0.086,-0.002,-0.0033,6.8e-05,0,0,-0.028,0,0,0,0,0,0,0,0,0.0099,0.0099,0.00022,0.67,0.67,0.095,0.15,0.15,0.088,0.0027,0.0027,3.9e-05,0.04,0.04,0.033,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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19290000,-0.29,0.011,-0.0057,0.96,0.0054,0.0095,0.025,0.0039,0.0049,0.023,-0.0014,-0.0061,2.5e-05,0.0059,0.0041,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00048,0.00048,0.019,0.032,0.032,0.008,0.052,0.052,0.035,3.9e-06,3.9e-06,4.6e-06,0.031,0.031,0.0003,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,1,1
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19390000,-0.29,0.011,-0.0059,0.96,0.005,0.008,0.026,0.003,0.005,0.022,-0.0014,-0.0061,2.4e-05,0.0062,0.0039,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00047,0.00047,0.019,0.028,0.029,0.0079,0.045,0.045,0.035,3.5e-06,3.5e-06,4.6e-06,0.031,0.031,0.0003,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,1,1
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19490000,-0.29,0.011,-0.0059,0.96,0.0059,0.0083,0.025,0.0036,0.0058,0.022,-0.0014,-0.0061,2.4e-05,0.0063,0.0038,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00047,0.00047,0.019,0.031,0.031,0.0079,0.051,0.051,0.035,3.5e-06,3.5e-06,4.6e-06,0.031,0.031,0.0003,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,1,1
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19590000,-0.29,0.011,-0.0058,0.96,0.0078,0.0084,0.027,0.0041,0.0036,0.022,-0.0014,-0.0061,2.5e-05,0.0066,0.004,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00046,0.00046,0.019,0.028,0.028,0.0078,0.045,0.045,0.035,3.2e-06,3.2e-06,4.6e-06,0.031,0.031,0.00029,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,1,1
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19790000,-0.29,0.011,-0.0059,0.96,0.013,0.0064,0.024,0.006,0.0043,0.018,-0.0014,-0.0061,2.5e-05,0.0071,0.0037,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00046,0.00046,0.019,0.03,0.03,0.0078,0.053,0.053,0.035,3e-06,3e-06,4.6e-06,0.031,0.031,0.00028,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,1,1
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19890000,-0.29,0.011,-0.0059,0.96,0.013,0.0062,0.024,0.0073,0.0049,0.016,-0.0014,-0.0061,2.5e-05,0.0072,0.0036,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00046,0.00046,0.019,0.033,0.033,0.0078,0.059,0.059,0.035,3e-06,3e-06,4.6e-06,0.031,0.031,0.00028,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,1,1
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19990000,-0.29,0.011,-0.0059,0.96,0.013,0.0079,0.022,0.0068,0.0051,0.013,-0.0014,-0.0061,2.4e-05,0.0075,0.0033,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00045,0.00045,0.019,0.028,0.028,0.0077,0.051,0.051,0.035,2.7e-06,2.7e-06,4.6e-06,0.031,0.031,0.00027,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,1,1
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34690000,-0.29,0.013,-0.0076,0.96,0.03,0.095,1.7,0.053,-0.018,0.096,-0.0013,-0.0057,2.5e-05,0.033,-0.022,-0.12,-0.017,-0.0038,0.57,0,0,0,0,0,0.00034,0.00034,0.021,0.024,0.024,0.0051,0.4,0.4,0.03,2.7e-07,2.7e-07,4.7e-06,0.029,0.029,9.3e-05,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,1,1
|
||||
34790000,-0.29,0.013,-0.0076,0.96,0.032,0.087,2.7,0.049,-0.032,0.27,-0.0013,-0.0057,2.6e-05,0.035,-0.023,-0.12,-0.017,-0.0038,0.57,0,0,0,0,0,0.00034,0.00034,0.021,0.023,0.023,0.005,0.4,0.4,0.03,2.7e-07,2.6e-07,4.7e-06,0.029,0.029,9.3e-05,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,1,1
|
||||
34890000,-0.29,0.013,-0.0076,0.96,0.037,0.087,3.7,0.053,-0.024,0.57,-0.0013,-0.0057,2.5e-05,0.036,-0.024,-0.12,-0.017,-0.0038,0.57,0,0,0,0,0,0.00034,0.00034,0.021,0.024,0.025,0.005,0.41,0.41,0.03,2.7e-07,2.6e-07,4.7e-06,0.029,0.029,9.3e-05,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,6.3e-06,1,1
|
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|
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Reference in New Issue