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ekf2: allow filter init with only IMU (#21041)
- if mag enabled heading init is now pushed to controlMagFusion()
This commit is contained in:
Daniel Agar
GitHub
parent
d69d99b191
commit
2ea25804a1
@ -556,6 +556,12 @@ void Ekf::resetQuatCov()
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rot_vec_var.setAll(sq(_params.initial_tilt_err));
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initialiseQuatCovariances(rot_vec_var);
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// update the yaw angle variance using the variance of the measurement
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if (_params.mag_fusion_type <= MagFuseType::MAG_3D) {
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// using magnetic heading tuning parameter
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increaseQuatYawErrVariance(sq(fmaxf(_params.mag_heading_noise, 1.0e-2f)));
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}
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}
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void Ekf::zeroQuatCov()
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@ -52,6 +52,8 @@ bool Ekf::init(uint64_t timestamp)
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void Ekf::reset()
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{
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ECL_INFO("reset");
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_state.vel.setZero();
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_state.pos.setZero();
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_state.delta_ang_bias.setZero();
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@ -196,61 +198,13 @@ bool Ekf::initialiseFilter()
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_gyro_lpf.update(imu_init.delta_ang / imu_init.delta_ang_dt);
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}
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// Sum the magnetometer measurements
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if (_mag_buffer) {
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magSample mag_sample;
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if (_mag_buffer->pop_first_older_than(_time_delayed_us, &mag_sample)) {
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if (mag_sample.time_us != 0) {
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if (_mag_counter == 0) {
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_mag_lpf.reset(mag_sample.mag);
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} else {
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_mag_lpf.update(mag_sample.mag);
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}
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_mag_counter++;
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}
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}
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}
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if (!initialiseTilt()) {
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return false;
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}
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// calculate the initial magnetic field and yaw alignment
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// but do not mark the yaw alignement complete as it needs to be
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// reset once the leveling phase is done
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if (_params.mag_fusion_type <= MagFuseType::MAG_3D) {
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if (_mag_counter > 1) {
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// rotate the magnetometer measurements into earth frame using a zero yaw angle
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// the angle of the projection onto the horizontal gives the yaw angle
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const Vector3f mag_earth_pred = updateYawInRotMat(0.f, _R_to_earth) * _mag_lpf.getState();
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float yaw_new = -atan2f(mag_earth_pred(1), mag_earth_pred(0)) + getMagDeclination();
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// update the rotation matrix using the new yaw value
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_R_to_earth = updateYawInRotMat(yaw_new, Dcmf(_state.quat_nominal));
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_state.quat_nominal = _R_to_earth;
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// set the earth magnetic field states using the updated rotation
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_state.mag_I = _R_to_earth * _mag_lpf.getState();
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_state.mag_B.zero();
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} else {
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// not enough mag samples accumulated
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return false;
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}
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}
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// initialise the state covariance matrix now we have starting values for all the states
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initialiseCovariance();
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// update the yaw angle variance using the variance of the measurement
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if (_params.mag_fusion_type <= MagFuseType::MAG_3D) {
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// using magnetic heading tuning parameter
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increaseQuatYawErrVariance(sq(fmaxf(_params.mag_heading_noise, 1.0e-2f)));
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}
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// Initialise the terrain estimator
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initHagl();
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@ -222,8 +222,7 @@ bool Ekf::resetMagHeading()
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const Vector3f mag_init = _mag_lpf.getState();
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const bool mag_available = (_mag_counter != 0) && isNewestSampleRecent(_time_last_mag_buffer_push, 500'000)
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&& !magFieldStrengthDisturbed(mag_init);
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const bool mag_available = (_mag_counter > 1) && !magFieldStrengthDisturbed(mag_init);
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// low pass filtered mag required
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if (!mag_available) {
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@ -244,7 +243,7 @@ bool Ekf::resetMagHeading()
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float yaw_new = -atan2f(mag_earth_pred(1), mag_earth_pred(0)) + getMagDeclination();
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float yaw_new_variance = sq(fmaxf(_params.mag_heading_noise, 1.e-2f));
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ECL_INFO("reset mag heading %.3f -> %.3f rad", (double)getEulerYaw(_R_to_earth), (double)yaw_new);
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ECL_INFO("reset mag heading %.3f -> %.3f rad (declination %.1f)", (double)getEulerYaw(_R_to_earth), (double)yaw_new, (double)getMagDeclination());
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// update quaternion states and corresponding covarainces
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resetQuatStateYaw(yaw_new, yaw_new_variance);
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@ -95,7 +95,7 @@ void Ekf::controlMagFusion()
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resetEstimatorAidStatus(_aid_src_mag_heading);
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_aid_src_mag_heading.timestamp_sample = mag_sample.time_us;
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_aid_src_mag_heading.observation = -atan2f(mag_earth_pred(1), mag_earth_pred(0)) + getMagDeclination();;
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_aid_src_mag_heading.observation = -atan2f(mag_earth_pred(1), mag_earth_pred(0)) + getMagDeclination();
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_aid_src_mag_heading.innovation = wrap_pi(getEulerYaw(_R_to_earth) - _aid_src_mag_heading.observation);
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// compute magnetometer innovations (for estimator_aid_src_mag logging)
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@ -116,6 +116,45 @@ void Ekf::controlMagFusion()
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_control_status.flags.mag_aligned_in_flight = false;
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}
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if (mag_data_ready && !_control_status.flags.tilt_align && !_control_status.flags.yaw_align) {
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// calculate the initial magnetic field and yaw alignment
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// but do not mark the yaw alignement complete as it needs to be
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// reset once the leveling phase is done
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if (_params.mag_fusion_type <= MagFuseType::MAG_3D) {
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if ((_mag_counter > 1) && isTimedOut(_aid_src_mag_heading.time_last_fuse, (uint64_t)100'000)) {
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// rotate the magnetometer measurements into earth frame using a zero yaw angle
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// the angle of the projection onto the horizontal gives the yaw angle
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const Vector3f mag_earth_pred = updateYawInRotMat(0.f, _R_to_earth) * _mag_lpf.getState();
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const float yaw_new = -atan2f(mag_earth_pred(1), mag_earth_pred(0)) + getMagDeclination();
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const float yaw_prev = getEulerYaw(_R_to_earth);
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if (fabsf(yaw_new - yaw_prev) > math::radians(1.f)) {
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ECL_INFO("mag heading init %.3f -> %.3f rad (declination %.1f)", (double)yaw_prev, (double)yaw_new, (double)getMagDeclination());
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// update the rotation matrix using the new yaw value
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_R_to_earth = updateYawInRotMat(yaw_new, Dcmf(_state.quat_nominal));
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_state.quat_nominal = _R_to_earth;
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// reset the output predictor state history to match the EKF initial values
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_output_predictor.alignOutputFilter(_state.quat_nominal, _state.vel, _state.pos);
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// set the earth magnetic field states using the updated rotation
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_state.mag_I = _R_to_earth * _mag_lpf.getState();
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_state.mag_B.zero();
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_aid_src_mag_heading.time_last_fuse = _time_delayed_us;
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_time_last_heading_fuse = _time_delayed_us;
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_last_static_yaw = NAN;
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}
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}
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}
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return;
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}
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if (_params.mag_fusion_type >= MagFuseType::NONE
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|| _control_status.flags.mag_fault
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|| !_control_status.flags.tilt_align) {
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@ -225,9 +264,9 @@ void Ekf::runInAirYawReset()
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bool has_realigned_yaw = false;
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// use yaw estimator if available
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if (_control_status.flags.gps && isYawEmergencyEstimateAvailable() &&
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(_mag_counter != 0) && isNewestSampleRecent(_time_last_mag_buffer_push, 500'000) // mag LPF available
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) {
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if (_control_status.flags.gps && isYawEmergencyEstimateAvailable()
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&& (_mag_counter > 1) // mag LPF available
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) {
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resetQuatStateYaw(_yawEstimator.getYaw(), _yawEstimator.getYawVar());
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@ -49,7 +49,7 @@ void Ekf::controlZeroInnovationHeadingUpdate()
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float obs_var = _control_status.flags.vehicle_at_rest ? 0.001f : 0.1f;
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estimator_aid_source1d_s unused;
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fuseYaw(innovation, obs_var, unused);
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_time_last_heading_fuse = 0;
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_last_static_yaw = NAN;
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} else if (_control_status.flags.vehicle_at_rest) {
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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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17790000,0.71,0.00018,-0.013,0.71,0.0077,0.00033,0.00061,-0.0021,-0.0022,-3.7e+02,-1.3e-05,-6.1e-05,3.7e-06,-1.9e-05,5.6e-05,-0.0013,0.21,0.0021,0.43,0,0,0,0,0,8.8e-05,0.00014,0.00014,8.5e-05,0.033,0.033,0.016,0.045,0.045,0.048,7e-10,7e-10,7.6e-10,3.2e-06,3.2e-06,1.1e-07,0,0,0,0,0,0,0,0
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17990000,0.71,0.00013,-0.013,0.71,0.011,-0.0022,0.0019,-0.00052,-0.0019,-3.7e+02,-1.3e-05,-6.1e-05,3.9e-06,-1.9e-05,5.4e-05,-0.0013,0.21,0.0021,0.43,0,0,0,0,0,8.7e-05,0.00013,0.00013,8.5e-05,0.032,0.032,0.016,0.045,0.045,0.047,6.4e-10,6.4e-10,7.3e-10,3.2e-06,3.2e-06,1e-07,0,0,0,0,0,0,0,0
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18090000,0.71,0.00014,-0.013,0.71,0.012,-0.0023,0.0043,0.00062,-0.0021,-3.7e+02,-1.3e-05,-6.1e-05,3.5e-06,-1.9e-05,5.4e-05,-0.0013,0.21,0.0021,0.43,0,0,0,0,0,8.7e-05,0.00014,0.00014,8.4e-05,0.036,0.036,0.016,0.051,0.051,0.047,6.4e-10,6.4e-10,7.1e-10,3.2e-06,3.2e-06,9.7e-08,0,0,0,0,0,0,0,0
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18190000,0.71,0.00011,-0.013,0.71,0.012,-0.0013,0.0056,0.0015,-0.0017,-3.7e+02,-1.3e-05,-6.1e-05,3.8e-06,-1.8e-05,5.5e-05,-0.0013,0.21,0.0021,0.43,0,0,0,0,0,8.7e-05,0.00013,0.00013,8.4e-05,0.032,0.032,0.015,0.045,0.045,0.047,5.8e-10,5.8e-10,7e-10,3.1e-06,3.1e-06,9.2e-08,0,0,0,0,0,0,0,0
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18290000,0.71,4.8e-05,-0.012,0.71,0.012,-0.0018,0.0068,0.0027,-0.0018,-3.7e+02,-1.3e-05,-6.1e-05,3.6e-06,-1.8e-05,5.5e-05,-0.0013,0.21,0.0021,0.43,0,0,0,0,0,8.6e-05,0.00013,0.00013,8.4e-05,0.035,0.035,0.015,0.051,0.051,0.046,5.8e-10,5.8e-10,6.8e-10,3.1e-06,3.1e-06,8.9e-08,0,0,0,0,0,0,0,0
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18390000,0.71,6.4e-05,-0.012,0.71,0.014,-0.00017,0.008,0.0032,-0.0014,-3.7e+02,-1.3e-05,-6.1e-05,4e-06,-1.8e-05,5.6e-05,-0.0013,0.21,0.0021,0.43,0,0,0,0,0,8.6e-05,0.00013,0.00013,8.4e-05,0.031,0.031,0.014,0.045,0.045,0.046,5.3e-10,5.3e-10,6.7e-10,3.1e-06,3.1e-06,8.4e-08,0,0,0,0,0,0,0,0
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18490000,0.71,7.9e-05,-0.012,0.71,0.014,0.00024,0.0076,0.0047,-0.0014,-3.7e+02,-1.3e-05,-6.1e-05,4e-06,-1.8e-05,5.6e-05,-0.0013,0.21,0.0021,0.43,0,0,0,0,0,8.6e-05,0.00013,0.00013,8.3e-05,0.034,0.034,0.014,0.051,0.051,0.046,5.3e-10,5.3e-10,6.6e-10,3.1e-06,3.1e-06,8.2e-08,0,0,0,0,0,0,0,0
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18590000,0.71,8.4e-05,-0.012,0.71,0.014,0.00048,0.0058,0.0036,-0.0012,-3.7e+02,-1.4e-05,-6.1e-05,4.4e-06,-1.8e-05,5.9e-05,-0.0013,0.21,0.0021,0.43,0,0,0,0,0,8.6e-05,0.00012,0.00012,8.3e-05,0.03,0.03,0.014,0.045,0.045,0.045,4.8e-10,4.8e-10,6.4e-10,3.1e-06,3.1e-06,7.8e-08,0,0,0,0,0,0,0,0
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18690000,0.71,5.3e-05,-0.012,0.71,0.014,-0.00021,0.0039,0.0049,-0.0011,-3.7e+02,-1.4e-05,-6.1e-05,4.3e-06,-1.8e-05,5.9e-05,-0.0013,0.21,0.0021,0.43,0,0,0,0,0,8.5e-05,0.00013,0.00013,8.3e-05,0.033,0.033,0.013,0.051,0.051,0.045,4.8e-10,4.8e-10,6.3e-10,3.1e-06,3.1e-06,7.5e-08,0,0,0,0,0,0,0,0
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18790000,0.71,8.3e-05,-0.012,0.71,0.012,9.6e-05,0.0036,0.0038,-0.0009,-3.7e+02,-1.4e-05,-6.1e-05,4.2e-06,-1.8e-05,6.3e-05,-0.0013,0.21,0.0021,0.43,0,0,0,0,0,8.5e-05,0.00012,0.00012,8.3e-05,0.03,0.03,0.013,0.045,0.045,0.045,4.3e-10,4.3e-10,6.2e-10,3.1e-06,3.1e-06,7.2e-08,0,0,0,0,0,0,0,0
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18890000,0.71,0.00011,-0.012,0.71,0.013,0.00059,0.0042,0.005,-0.00083,-3.7e+02,-1.4e-05,-6.1e-05,4.6e-06,-1.8e-05,6.3e-05,-0.0013,0.21,0.0021,0.43,0,0,0,0,0,8.5e-05,0.00012,0.00012,8.2e-05,0.033,0.033,0.013,0.051,0.051,0.045,4.3e-10,4.3e-10,6e-10,3.1e-06,3.1e-06,7e-08,0,0,0,0,0,0,0,0
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18990000,0.71,9.4e-05,-0.012,0.71,0.014,0.0015,0.0028,0.0064,-0.00069,-3.7e+02,-1.4e-05,-6.1e-05,4.8e-06,-1.8e-05,6.2e-05,-0.0013,0.21,0.0021,0.43,0,0,0,0,0,8.5e-05,0.00012,0.00012,8.2e-05,0.029,0.029,0.012,0.045,0.045,0.044,3.9e-10,3.9e-10,5.9e-10,3.1e-06,3.1e-06,6.6e-08,0,0,0,0,0,0,0,0
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19090000,0.71,7.8e-05,-0.012,0.71,0.015,0.0021,0.0059,0.0078,-0.00049,-3.7e+02,-1.4e-05,-6.1e-05,4.8e-06,-1.8e-05,6.2e-05,-0.0013,0.21,0.0021,0.43,0,0,0,0,0,8.5e-05,0.00012,0.00012,8.2e-05,0.032,0.032,0.012,0.051,0.051,0.044,3.9e-10,3.9e-10,5.8e-10,3.1e-06,3.1e-06,6.5e-08,0,0,0,0,0,0,0,0
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19190000,0.71,8.1e-05,-0.012,0.71,0.015,0.0021,0.0059,0.0086,-0.00044,-3.7e+02,-1.4e-05,-6.1e-05,4.9e-06,-1.8e-05,6.2e-05,-0.0013,0.21,0.0021,0.43,0,0,0,0,0,8.4e-05,0.00012,0.00012,8.2e-05,0.028,0.028,0.012,0.045,0.045,0.044,3.6e-10,3.6e-10,5.7e-10,3e-06,3e-06,6.2e-08,0,0,0,0,0,0,0,0
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19290000,0.71,0.0001,-0.012,0.71,0.015,0.0013,0.0086,0.01,-0.00025,-3.7e+02,-1.4e-05,-6.1e-05,4.8e-06,-1.8e-05,6.2e-05,-0.0013,0.21,0.0021,0.43,0,0,0,0,0,8.4e-05,0.00012,0.00012,8.1e-05,0.031,0.031,0.012,0.05,0.05,0.044,3.6e-10,3.6e-10,5.6e-10,3e-06,3e-06,6e-08,0,0,0,0,0,0,0,0
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19390000,0.71,0.00012,-0.012,0.71,0.013,0.00042,0.012,0.0081,-0.00027,-3.7e+02,-1.4e-05,-6.1e-05,4.9e-06,-1.9e-05,6.6e-05,-0.0013,0.21,0.0021,0.43,0,0,0,0,0,8.4e-05,0.00011,0.00011,8.1e-05,0.027,0.027,0.012,0.044,0.044,0.043,3.3e-10,3.3e-10,5.5e-10,3e-06,3e-06,5.8e-08,0,0,0,0,0,0,0,0
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19490000,0.71,0.00014,-0.012,0.71,0.012,-0.00029,0.0088,0.0093,-0.00027,-3.7e+02,-1.4e-05,-6.1e-05,5.2e-06,-1.9e-05,6.6e-05,-0.0013,0.21,0.0021,0.43,0,0,0,0,0,8.4e-05,0.00011,0.00011,8.1e-05,0.03,0.03,0.011,0.05,0.05,0.043,3.3e-10,3.3e-10,5.4e-10,3e-06,3e-06,5.6e-08,0,0,0,0,0,0,0,0
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19590000,0.71,0.00019,-0.012,0.71,0.0098,-0.0013,0.0081,0.0075,-0.00029,-3.7e+02,-1.4e-05,-6.1e-05,5.5e-06,-1.9e-05,6.9e-05,-0.0013,0.21,0.0021,0.43,0,0,0,0,0,8.3e-05,0.00011,0.00011,8.1e-05,0.027,0.027,0.011,0.044,0.044,0.042,3e-10,3e-10,5.3e-10,3e-06,3e-06,5.4e-08,0,0,0,0,0,0,0,0
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19690000,0.71,0.00019,-0.012,0.71,0.01,-0.0035,0.0096,0.0085,-0.00053,-3.7e+02,-1.4e-05,-6.1e-05,5.4e-06,-1.9e-05,6.9e-05,-0.0013,0.21,0.0021,0.43,0,0,0,0,0,8.3e-05,0.00011,0.00011,8e-05,0.029,0.029,0.011,0.05,0.05,0.042,3e-10,3e-10,5.2e-10,3e-06,3e-06,5.2e-08,0,0,0,0,0,0,0,0
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19790000,0.71,0.00026,-0.012,0.71,0.0078,-0.0043,0.01,0.0069,-0.00043,-3.7e+02,-1.4e-05,-6.1e-05,5.4e-06,-1.8e-05,7.1e-05,-0.0013,0.21,0.0021,0.43,0,0,0,0,0,8.3e-05,0.00011,0.00011,8e-05,0.026,0.026,0.011,0.044,0.044,0.042,2.7e-10,2.7e-10,5.1e-10,3e-06,3e-06,5e-08,0,0,0,0,0,0,0,0
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19890000,0.71,0.0002,-0.012,0.71,0.0066,-0.0046,0.011,0.0076,-0.00089,-3.7e+02,-1.4e-05,-6.1e-05,5.8e-06,-1.8e-05,7.1e-05,-0.0013,0.21,0.0021,0.43,0,0,0,0,0,8.3e-05,0.00011,0.00011,8e-05,0.029,0.029,0.011,0.05,0.05,0.042,2.7e-10,2.7e-10,5e-10,3e-06,3e-06,5e-08,0,0,0,0,0,0,0,0
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19990000,0.71,0.00019,-0.012,0.71,0.0041,-0.0053,0.014,0.0062,-0.00075,-3.7e+02,-1.4e-05,-6.1e-05,6.3e-06,-1.8e-05,7.3e-05,-0.0013,0.21,0.0021,0.43,0,0,0,0,0,8.2e-05,0.00011,0.00011,8e-05,0.026,0.026,0.01,0.044,0.044,0.041,2.5e-10,2.5e-10,4.9e-10,3e-06,3e-06,5e-08,0,0,0,0,0,0,0,0
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20090000,0.71,0.00018,-0.012,0.71,0.0039,-0.0073,0.014,0.0066,-0.0014,-3.7e+02,-1.4e-05,-6.1e-05,6.7e-06,-1.8e-05,7.3e-05,-0.0013,0.21,0.0021,0.43,0,0,0,0,0,8.2e-05,0.00011,0.00011,8e-05,0.028,0.028,0.01,0.049,0.049,0.042,2.5e-10,2.5e-10,4.8e-10,3e-06,3e-06,5e-08,0,0,0,0,0,0,0,0
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20190000,0.71,0.00029,-0.012,0.71,0.0015,-0.008,0.017,0.0043,-0.0011,-3.7e+02,-1.4e-05,-6e-05,6.9e-06,-1.7e-05,7.6e-05,-0.0013,0.21,0.0021,0.43,0,0,0,0,0,8.2e-05,0.0001,0.0001,7.9e-05,0.025,0.025,0.01,0.044,0.044,0.041,2.3e-10,2.3e-10,4.7e-10,3e-06,3e-06,5e-08,0,0,0,0,0,0,0,0
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20290000,0.71,0.00025,-0.012,0.71,0.00042,-0.0095,0.015,0.0044,-0.0019,-3.7e+02,-1.4e-05,-6e-05,7e-06,-1.7e-05,7.6e-05,-0.0013,0.21,0.0021,0.43,0,0,0,0,0,8.2e-05,0.00011,0.00011,7.9e-05,0.027,0.027,0.0099,0.049,0.049,0.041,2.3e-10,2.3e-10,4.6e-10,3e-06,3e-06,5e-08,0,0,0,0,0,0,0,0
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20390000,0.71,0.00027,-0.012,0.71,-0.002,-0.01,0.017,0.0025,-0.0015,-3.7e+02,-1.4e-05,-6e-05,7e-06,-1.5e-05,7.8e-05,-0.0013,0.21,0.0021,0.43,0,0,0,0,0,8.2e-05,0.0001,0.0001,7.9e-05,0.024,0.024,0.0097,0.044,0.044,0.041,2.1e-10,2.1e-10,4.5e-10,3e-06,3e-06,5e-08,0,0,0,0,0,0,0,0
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20490000,0.71,0.00032,-0.012,0.71,-0.0025,-0.011,0.016,0.0022,-0.0026,-3.7e+02,-1.4e-05,-6e-05,6.9e-06,-1.5e-05,7.8e-05,-0.0013,0.21,0.0021,0.43,0,0,0,0,0,8.1e-05,0.0001,0.0001,7.9e-05,0.027,0.027,0.0096,0.049,0.049,0.041,2.1e-10,2.1e-10,4.5e-10,3e-06,3e-06,5e-08,0,0,0,0,0,0,0,0
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20590000,0.71,0.00034,-0.012,0.71,-0.0022,-0.011,0.013,0.0019,-0.0021,-3.7e+02,-1.4e-05,-6e-05,6.8e-06,-1.3e-05,7.8e-05,-0.0013,0.21,0.0021,0.43,0,0,0,0,0,8.1e-05,0.0001,0.0001,7.9e-05,0.024,0.024,0.0094,0.044,0.044,0.04,1.9e-10,2e-10,4.4e-10,3e-06,3e-06,5e-08,0,0,0,0,0,0,0,0
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20690000,0.71,0.00037,-0.012,0.71,-0.0021,-0.012,0.015,0.0017,-0.0032,-3.7e+02,-1.4e-05,-6e-05,6.9e-06,-1.3e-05,7.8e-05,-0.0013,0.21,0.0021,0.43,0,0,0,0,0,8.1e-05,0.0001,0.0001,7.8e-05,0.026,0.026,0.0093,0.049,0.049,0.04,2e-10,2e-10,4.3e-10,3e-06,3e-06,5e-08,0,0,0,0,0,0,0,0
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20790000,0.71,0.0004,-0.012,0.71,-0.0033,-0.011,0.015,0.0014,-0.0025,-3.7e+02,-1.4e-05,-6e-05,6.9e-06,-1.1e-05,7.8e-05,-0.0013,0.21,0.0021,0.43,0,0,0,0,0,8.1e-05,0.0001,0.0001,7.8e-05,0.023,0.023,0.0091,0.043,0.043,0.04,1.8e-10,1.8e-10,4.2e-10,3e-06,3e-06,5e-08,0,0,0,0,0,0,0,0
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20890000,0.71,0.00038,-0.012,0.71,-0.0037,-0.014,0.014,0.001,-0.0038,-3.7e+02,-1.4e-05,-6e-05,7.2e-06,-1.2e-05,7.8e-05,-0.0013,0.21,0.0021,0.43,0,0,0,0,0,8e-05,0.0001,0.0001,7.8e-05,0.025,0.025,0.0091,0.049,0.049,0.04,1.8e-10,1.8e-10,4.1e-10,3e-06,3e-06,5e-08,0,0,0,0,0,0,0,0
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@ -1,351 +1,351 @@
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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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19090000,0.98,-0.007,-0.011,0.19,0.00087,-0.0062,0.023,0.0059,-0.0031,0.022,-1.5e-05,-6e-05,3.9e-06,0.00011,4.1e-05,-0.0013,0.2,0.002,0.43,0,0,0,0,0,7.7e-06,0.00012,0.00012,8e-05,0.032,0.032,0.0087,0.051,0.051,0.036,4e-10,4e-10,5.9e-10,3e-06,3e-06,5e-08,0,0,0,0,0,0,0,0
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19290000,0.98,-0.0068,-0.011,0.19,-0.0015,-0.0057,0.023,0.0048,-0.0031,0.02,-1.5e-05,-6e-05,3.4e-06,0.00011,4e-05,-0.0013,0.2,0.002,0.43,0,0,0,0,0,7.6e-06,0.00011,0.00011,7.9e-05,0.031,0.031,0.0087,0.05,0.05,0.036,3.6e-10,3.6e-10,5.7e-10,2.9e-06,3e-06,5e-08,0,0,0,0,0,0,0,0
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19390000,0.98,-0.0069,-0.011,0.19,-0.002,-0.0022,0.024,0.0041,-0.0012,0.019,-1.5e-05,-6e-05,3.3e-06,0.00011,4.1e-05,-0.0013,0.2,0.002,0.43,0,0,0,0,0,7.6e-06,0.00011,0.00011,7.9e-05,0.028,0.028,0.0086,0.045,0.045,0.036,3.3e-10,3.3e-10,5.6e-10,2.9e-06,2.9e-06,5e-08,0,0,0,0,0,0,0,0
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19490000,0.98,-0.0069,-0.011,0.19,-0.0028,-0.0022,0.023,0.0039,-0.0014,0.019,-1.5e-05,-6e-05,3e-06,0.00011,4e-05,-0.0013,0.2,0.002,0.43,0,0,0,0,0,7.6e-06,0.00011,0.00011,7.9e-05,0.03,0.03,0.0087,0.05,0.05,0.036,3.3e-10,3.3e-10,5.5e-10,2.9e-06,2.9e-06,5e-08,0,0,0,0,0,0,0,0
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19590000,0.98,-0.0069,-0.011,0.19,-0.0039,-0.0051,0.025,0.0044,-0.0024,0.019,-1.5e-05,-6e-05,2.9e-06,0.00012,3.7e-05,-0.0013,0.2,0.002,0.43,0,0,0,0,0,7.6e-06,0.00011,0.00011,7.8e-05,0.027,0.027,0.0086,0.044,0.044,0.036,3e-10,3e-10,5.4e-10,2.9e-06,2.9e-06,5e-08,0,0,0,0,0,0,0,0
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19790000,0.98,-0.007,-0.011,0.19,-0.0056,-0.0022,0.022,0.0064,-0.0023,0.014,-1.5e-05,-6e-05,2.8e-06,0.00012,3.3e-05,-0.0013,0.2,0.002,0.43,0,0,0,0,0,7.6e-06,0.00011,0.0001,7.7e-05,0.026,0.026,0.0086,0.044,0.044,0.036,2.8e-10,2.8e-10,5.2e-10,2.9e-06,2.9e-06,5e-08,0,0,0,0,0,0,0,0
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20090000,0.98,-0.0071,-0.011,0.19,-0.0048,-0.0041,0.019,0.0056,-0.0012,0.013,-1.5e-05,-5.9e-05,2.7e-06,0.00013,3.1e-05,-0.0013,0.2,0.002,0.43,0,0,0,0,0,7.5e-06,0.00011,0.0001,7.6e-05,0.028,0.028,0.0086,0.05,0.05,0.036,2.5e-10,2.5e-10,4.9e-10,2.9e-06,2.9e-06,5e-08,0,0,0,0,0,0,0,0
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20190000,0.98,-0.0071,-0.011,0.19,-0.0038,-0.0016,0.02,0.0066,-0.0009,0.013,-1.5e-05,-5.9e-05,2.5e-06,0.00013,3.1e-05,-0.0013,0.2,0.002,0.43,0,0,0,0,0,7.5e-06,0.0001,0.0001,7.6e-05,0.025,0.025,0.0085,0.044,0.044,0.036,2.3e-10,2.3e-10,4.8e-10,2.9e-06,2.9e-06,5e-08,0,0,0,0,0,0,0,0
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32490000,0.98,-0.0096,-0.013,0.18,0.039,-0.073,-0.12,0.0089,0.023,0.054,-1.3e-05,-5.7e-05,2.1e-06,0.00026,-0.00013,-0.0011,0.2,0.002,0.43,0,0,0,0,0,6.4e-06,8e-05,7.9e-05,4.5e-05,0.015,0.015,0.0078,0.04,0.04,0.035,2.8e-11,2.8e-11,9.6e-11,2.7e-06,2.7e-06,5e-08,0,0,0,0,0,0,0,0
|
||||
32590000,0.98,-0.0095,-0.013,0.18,0.039,-0.074,-0.12,0.021,0.02,0.035,-1.4e-05,-5.7e-05,2.2e-06,0.00026,-0.00013,-0.0011,0.2,0.002,0.43,0,0,0,0,0,6.4e-06,7.9e-05,7.7e-05,4.5e-05,0.016,0.016,0.0075,0.037,0.037,0.035,2.7e-11,2.7e-11,9.5e-11,2.7e-06,2.7e-06,5e-08,0,0,0,0,0,0,0,0
|
||||
32690000,0.98,-0.0095,-0.013,0.18,0.035,-0.08,-0.12,0.025,0.012,0.02,-1.4e-05,-5.7e-05,2.1e-06,0.00026,-0.00013,-0.0011,0.2,0.002,0.43,0,0,0,0,0,6.4e-06,7.9e-05,7.8e-05,4.5e-05,0.019,0.019,0.0074,0.041,0.041,0.035,2.7e-11,2.7e-11,9.4e-11,2.7e-06,2.7e-06,5e-08,0,0,0,0,0,0,0,0
|
||||
32790000,0.98,-0.0092,-0.013,0.18,0.034,-0.078,-0.12,0.034,0.01,0.0042,-1.4e-05,-5.7e-05,2.2e-06,0.00026,-0.00013,-0.0011,0.2,0.002,0.43,0,0,0,0,0,6.4e-06,7.6e-05,7.5e-05,4.4e-05,0.019,0.019,0.0071,0.037,0.037,0.035,2.7e-11,2.7e-11,9.3e-11,2.7e-06,2.7e-06,5e-08,0,0,0,0,0,0,0,0
|
||||
32890000,0.98,-0.0091,-0.013,0.18,0.033,-0.084,-0.13,0.038,0.0021,-0.011,-1.4e-05,-5.7e-05,2.2e-06,0.00026,-0.00013,-0.0011,0.2,0.002,0.43,0,0,0,0,0,6.4e-06,7.6e-05,7.5e-05,4.4e-05,0.023,0.023,0.007,0.041,0.041,0.035,2.7e-11,2.7e-11,9.2e-11,2.7e-06,2.7e-06,5e-08,0,0,0,0,0,0,0,0
|
||||
32990000,0.98,-0.0089,-0.013,0.18,0.03,-0.08,-0.13,0.045,-0.0011,-0.024,-1.4e-05,-5.6e-05,2.3e-06,0.00026,-0.00013,-0.0011,0.2,0.002,0.43,0,0,0,0,0,6.4e-06,7.2e-05,7.1e-05,4.4e-05,0.024,0.024,0.0067,0.038,0.038,0.035,2.7e-11,2.7e-11,9.1e-11,2.7e-06,2.7e-06,5e-08,0,0,0,0,0,0,0,0
|
||||
33090000,0.98,-0.0088,-0.013,0.18,0.026,-0.083,-0.12,0.048,-0.0092,-0.031,-1.4e-05,-5.6e-05,2.3e-06,0.00026,-0.00013,-0.0011,0.2,0.002,0.43,0,0,0,0,0,6.3e-06,7.2e-05,7.1e-05,4.4e-05,0.028,0.029,0.0066,0.042,0.042,0.035,2.7e-11,2.7e-11,9.1e-11,2.7e-06,2.7e-06,5e-08,0,0,0,0,0,0,0,0
|
||||
33190000,0.98,-0.0085,-0.013,0.18,0.022,-0.079,-0.12,0.054,-0.011,-0.037,-1.4e-05,-5.6e-05,2.2e-06,0.00026,-0.00014,-0.0011,0.2,0.002,0.43,0,0,0,0,0,6.3e-06,6.6e-05,6.6e-05,4.4e-05,0.029,0.029,0.0064,0.038,0.038,0.035,2.6e-11,2.6e-11,9e-11,2.7e-06,2.7e-06,5e-08,0,0,0,0,0,0,0,0
|
||||
33290000,0.98,-0.0086,-0.013,0.18,0.019,-0.08,-0.12,0.056,-0.019,-0.045,-1.4e-05,-5.6e-05,2.3e-06,0.00026,-0.00014,-0.0011,0.2,0.002,0.43,0,0,0,0,0,6.3e-06,6.7e-05,6.6e-05,4.4e-05,0.035,0.035,0.0063,0.043,0.043,0.034,2.6e-11,2.6e-11,8.9e-11,2.7e-06,2.7e-06,5e-08,0,0,0,0,0,0,0,0
|
||||
33390000,0.98,-0.0081,-0.013,0.18,0.014,-0.066,-0.12,0.059,-0.014,-0.053,-1.4e-05,-5.6e-05,2.3e-06,0.00025,-0.00016,-0.0011,0.2,0.002,0.43,0,0,0,0,0,6.3e-06,6e-05,5.9e-05,4.4e-05,0.035,0.035,0.0062,0.039,0.039,0.034,2.6e-11,2.6e-11,8.8e-11,2.7e-06,2.7e-06,5e-08,0,0,0,0,0,0,0,0
|
||||
33490000,0.98,-0.0081,-0.013,0.18,0.0094,-0.067,-0.12,0.06,-0.021,-0.063,-1.4e-05,-5.6e-05,2.3e-06,0.00025,-0.00016,-0.0011,0.2,0.002,0.43,0,0,0,0,0,6.3e-06,6e-05,5.9e-05,4.3e-05,0.042,0.042,0.0061,0.044,0.044,0.034,2.6e-11,2.6e-11,8.8e-11,2.7e-06,2.7e-06,5e-08,0,0,0,0,0,0,0,0
|
||||
33590000,0.98,-0.0077,-0.013,0.18,0.0055,-0.058,-0.11,0.063,-0.017,-0.069,-1.4e-05,-5.6e-05,2.4e-06,0.00024,-0.00018,-0.0011,0.2,0.002,0.43,0,0,0,0,0,6.3e-06,5.3e-05,5.2e-05,4.3e-05,0.04,0.041,0.006,0.04,0.04,0.034,2.6e-11,2.6e-11,8.7e-11,2.6e-06,2.6e-06,5e-08,0,0,0,0,0,0,0,0
|
||||
33690000,0.98,-0.0077,-0.013,0.18,0.00085,-0.058,-0.11,0.063,-0.023,-0.077,-1.4e-05,-5.6e-05,2.4e-06,0.00024,-0.00018,-0.0011,0.2,0.002,0.43,0,0,0,0,0,6.3e-06,5.3e-05,5.2e-05,4.3e-05,0.048,0.048,0.0059,0.046,0.046,0.034,2.6e-11,2.6e-11,8.6e-11,2.6e-06,2.6e-06,5e-08,0,0,0,0,0,0,0,0
|
||||
33790000,0.98,-0.0075,-0.013,0.18,-0.0023,-0.048,-0.11,0.067,-0.018,-0.083,-1.4e-05,-5.6e-05,2.3e-06,0.00023,-0.00021,-0.0011,0.2,0.002,0.43,0,0,0,0,0,6.3e-06,4.6e-05,4.6e-05,4.3e-05,0.044,0.045,0.0059,0.041,0.041,0.034,2.6e-11,2.6e-11,8.6e-11,2.5e-06,2.6e-06,5e-08,0,0,0,0,0,0,0,0
|
||||
33890000,0.98,-0.0075,-0.013,0.18,-0.0065,-0.046,-0.11,0.066,-0.023,-0.09,-1.4e-05,-5.6e-05,2.4e-06,0.00023,-0.00021,-0.0011,0.2,0.002,0.43,0,0,0,0,0,6.3e-06,4.7e-05,4.6e-05,4.3e-05,0.052,0.052,0.0058,0.047,0.047,0.033,2.6e-11,2.6e-11,8.5e-11,2.5e-06,2.6e-06,5e-08,0,0,0,0,0,0,0,0
|
||||
33990000,0.98,-0.0072,-0.013,0.18,-0.0062,-0.031,-0.1,0.069,-0.015,-0.092,-1.4e-05,-5.6e-05,2.3e-06,0.00021,-0.00024,-0.0011,0.2,0.002,0.43,0,0,0,0,0,6.3e-06,4.1e-05,4.1e-05,4.3e-05,0.047,0.047,0.0058,0.042,0.042,0.033,2.6e-11,2.6e-11,8.4e-11,2.5e-06,2.5e-06,5e-08,0,0,0,0,0,0,0,0
|
||||
34090000,0.98,-0.0072,-0.013,0.18,-0.011,-0.031,-0.1,0.069,-0.018,-0.096,-1.4e-05,-5.6e-05,2.3e-06,0.00021,-0.00024,-0.0011,0.2,0.002,0.43,0,0,0,0,0,6.3e-06,4.1e-05,4.1e-05,4.3e-05,0.054,0.054,0.0058,0.049,0.049,0.033,2.6e-11,2.6e-11,8.4e-11,2.5e-06,2.5e-06,5e-08,0,0,0,0,0,0,0,0
|
||||
34190000,0.98,-0.0071,-0.013,0.18,-0.011,-0.021,-0.098,0.072,-0.013,-0.099,-1.4e-05,-5.6e-05,2.3e-06,0.00019,-0.00026,-0.0011,0.2,0.002,0.43,0,0,0,0,0,6.3e-06,3.7e-05,3.6e-05,4.3e-05,0.047,0.048,0.0058,0.043,0.043,0.033,2.6e-11,2.6e-11,8.3e-11,2.4e-06,2.4e-06,5e-08,0,0,0,0,0,0,0,0
|
||||
34290000,0.98,-0.0069,-0.013,0.18,-0.012,-0.02,-0.097,0.071,-0.015,-0.1,-1.4e-05,-5.6e-05,2.3e-06,0.00019,-0.00026,-0.0011,0.2,0.002,0.43,0,0,0,0,0,6.3e-06,3.7e-05,3.6e-05,4.2e-05,0.054,0.055,0.0058,0.05,0.05,0.033,2.6e-11,2.6e-11,8.2e-11,2.4e-06,2.4e-06,5e-08,0,0,0,0,0,0,0,0
|
||||
34390000,0.98,-0.0068,-0.013,0.18,-0.013,-0.01,-0.092,0.073,-0.01,-0.11,-1.4e-05,-5.6e-05,2.3e-06,0.00018,-0.00027,-0.0011,0.2,0.002,0.43,0,0,0,0,0,6.3e-06,3.3e-05,3.3e-05,4.2e-05,0.047,0.047,0.0058,0.044,0.044,0.033,2.6e-11,2.6e-11,8.2e-11,2.3e-06,2.3e-06,5e-08,0,0,0,0,0,0,0,0
|
||||
34490000,0.98,-0.0069,-0.013,0.18,-0.016,-0.0096,-0.09,0.071,-0.011,-0.11,-1.4e-05,-5.6e-05,2.3e-06,0.00017,-0.00027,-0.0011,0.2,0.002,0.43,0,0,0,0,0,6.3e-06,3.3e-05,3.3e-05,4.2e-05,0.053,0.053,0.0059,0.051,0.051,0.032,2.6e-11,2.6e-11,8.1e-11,2.3e-06,2.3e-06,5e-08,0,0,0,0,0,0,0,0
|
||||
34590000,0.98,-0.0069,-0.013,0.18,-0.014,-0.0053,0.71,0.073,-0.0089,-0.081,-1.4e-05,-5.6e-05,2.3e-06,0.00016,-0.00027,-0.0011,0.2,0.002,0.43,0,0,0,0,0,6.3e-06,3.1e-05,3e-05,4.2e-05,0.044,0.044,0.0059,0.045,0.045,0.032,2.6e-11,2.6e-11,8e-11,2.2e-06,2.2e-06,5e-08,0,0,0,0,0,0,0,0
|
||||
34690000,0.98,-0.0068,-0.012,0.18,-0.017,-0.0032,1.7,0.071,-0.0093,0.037,-1.4e-05,-5.6e-05,2.3e-06,0.00016,-0.00027,-0.0011,0.2,0.002,0.43,0,0,0,0,0,6.3e-06,3.1e-05,3.1e-05,4.2e-05,0.047,0.047,0.006,0.052,0.052,0.032,2.6e-11,2.6e-11,8e-11,2.2e-06,2.2e-06,5e-08,0,0,0,0,0,0,0,0
|
||||
34790000,0.98,-0.0068,-0.012,0.18,-0.018,0.0015,2.7,0.072,-0.0069,0.21,-1.4e-05,-5.6e-05,2.2e-06,0.00018,-0.00029,-0.001,0.2,0.002,0.43,0,0,0,0,0,6.3e-06,2.9e-05,2.9e-05,4.2e-05,0.04,0.04,0.0061,0.045,0.045,0.032,2.6e-11,2.6e-11,7.9e-11,2e-06,2e-06,5e-08,0,0,0,0,0,0,0,0
|
||||
34890000,0.98,-0.0068,-0.012,0.18,-0.022,0.0039,3.6,0.07,-0.0065,0.5,-1.4e-05,-5.6e-05,2.2e-06,0.00018,-0.00029,-0.001,0.2,0.002,0.43,0,0,0,0,0,6.3e-06,2.9e-05,2.9e-05,4.2e-05,0.043,0.043,0.0061,0.052,0.052,0.032,2.6e-11,2.6e-11,7.8e-11,2e-06,2e-06,5e-08,0,0,0,0,0,0,0,0
|
||||
|
||||
|
@ -106,8 +106,8 @@ TEST_F(EkfAirspeedTest, testWindVelocityEstimation)
|
||||
const Vector3f vel_wind_expected = simulated_velocity_earth - R_to_earth_sim * (Vector3f(airspeed_body(0),
|
||||
airspeed_body(1), 0.0f));
|
||||
|
||||
EXPECT_NEAR(vel_wind_earth(0), vel_wind_expected(0), 1e-2f);
|
||||
EXPECT_NEAR(vel_wind_earth(1), vel_wind_expected(1), 1e-2f);
|
||||
EXPECT_NEAR(vel_wind_earth(0), vel_wind_expected(0), 1e-1f);
|
||||
EXPECT_NEAR(vel_wind_earth(1), vel_wind_expected(1), 1e-1f);
|
||||
|
||||
EXPECT_NEAR(height_before_pressure_correction, 0.0f, 1e-5f);
|
||||
|
||||
|
||||
@ -78,7 +78,7 @@ TEST_F(EkfMagTest, fusionStartWithReset)
|
||||
_sensor_simulator.runSeconds(_init_duration_s);
|
||||
|
||||
// THEN: the fusion initializes using the mag data and runs normally
|
||||
EXPECT_NEAR(_ekf_wrapper.getYawAngle(), mag_heading, radians(0.1f));
|
||||
EXPECT_NEAR(_ekf_wrapper.getYawAngle(), mag_heading, radians(1.f));
|
||||
EXPECT_TRUE(_ekf_wrapper.isIntendingMagHeadingFusion());
|
||||
EXPECT_FALSE(_ekf_wrapper.isIntendingMag3DFusion());
|
||||
|
||||
@ -114,7 +114,7 @@ TEST_F(EkfMagTest, suddenLargeStrength)
|
||||
_sensor_simulator.runSeconds(_init_duration_s);
|
||||
|
||||
// THEN: the fusion initializes using the mag data and runs normally
|
||||
EXPECT_NEAR(_ekf_wrapper.getYawAngle(), mag_heading, radians(0.1f));
|
||||
EXPECT_NEAR(_ekf_wrapper.getYawAngle(), mag_heading, radians(1.f));
|
||||
EXPECT_TRUE(_ekf_wrapper.isIntendingMagHeadingFusion());
|
||||
EXPECT_FALSE(_ekf_wrapper.isIntendingMag3DFusion());
|
||||
|
||||
|
||||
Loading…
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Reference in New Issue
Block a user