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https://gitee.com/mirrors_PX4/PX4-Autopilot.git
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EKF: allow initialising without mag depending on configuration
- reduce initial number of required mag and baro samples before init
This commit is contained in:
Daniel Agar
committed by
Paul Riseborough
Paul Riseborough
parent
1237087d70
commit
398fe159ce
+19
-17
@@ -158,37 +158,40 @@ bool Ekf::initialiseFilter()
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// Sum the magnetometer measurements
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if (_mag_buffer.pop_first_older_than(_imu_sample_delayed.time_us, &_mag_sample_delayed)) {
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if (_mag_sample_delayed.time_us != 0) {
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_mag_counter ++;
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// wait for all bad initial data to be flushed
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if (_mag_counter <= uint8_t(_obs_buffer_length + 1)) {
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if (_mag_counter == 0) {
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_mag_lpf.reset(_mag_sample_delayed.mag);
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} else {
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_mag_lpf.update(_mag_sample_delayed.mag);
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}
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_mag_counter++;
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}
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}
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// accumulate enough height measurements to be confident in the quality of the data
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if (_baro_buffer.pop_first_older_than(_imu_sample_delayed.time_us, &_baro_sample_delayed)) {
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if (_baro_sample_delayed.time_us != 0) {
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_baro_counter ++;
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// wait for all bad initial data to be flushed
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if (_baro_counter <= uint8_t(_obs_buffer_length + 1)) {
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if (_baro_counter == 0) {
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_baro_hgt_offset = _baro_sample_delayed.hgt;
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} else if (_baro_counter > (uint8_t)(_obs_buffer_length + 1)) {
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} else {
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_baro_hgt_offset = 0.9f * _baro_hgt_offset + 0.1f * _baro_sample_delayed.hgt;
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}
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_baro_counter++;
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}
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}
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const bool not_enough_baro_samples_accumulated = _baro_counter <= 2u * _obs_buffer_length;
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const bool not_enough_mag_samples_accumulated = _mag_counter <= 2u * _obs_buffer_length;
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if (_params.mag_fusion_type <= MAG_FUSE_TYPE_3D) {
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if (_mag_counter < _obs_buffer_length) {
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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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if (not_enough_baro_samples_accumulated || not_enough_mag_samples_accumulated) {
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if (_baro_counter < _obs_buffer_length) {
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// not enough baro samples accumulated
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return false;
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}
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@@ -233,8 +236,8 @@ bool Ekf::initialiseTilt()
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const float accel_norm = _accel_lpf.getState().norm();
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const float gyro_norm = _gyro_lpf.getState().norm();
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if (accel_norm < 0.9f * CONSTANTS_ONE_G ||
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accel_norm > 1.1f * CONSTANTS_ONE_G ||
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if (accel_norm < 0.8f * CONSTANTS_ONE_G ||
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accel_norm > 1.2f * CONSTANTS_ONE_G ||
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gyro_norm > math::radians(15.0f)) {
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return false;
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}
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@@ -244,8 +247,7 @@ bool Ekf::initialiseTilt()
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const float pitch = asinf(gravity_in_body(0));
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const float roll = atan2f(-gravity_in_body(1), -gravity_in_body(2));
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const Eulerf euler_init(roll, pitch, 0.0f);
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_state.quat_nominal = Quatf(euler_init);
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_state.quat_nominal = Quatf{Eulerf{roll, pitch, 0.0f}};
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_R_to_earth = Dcmf(_state.quat_nominal);
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return true;
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@@ -505,7 +507,7 @@ void Ekf::applyCorrectionToVerticalOutputBuffer(float vert_vel_correction)
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* The vel and pos state history are corrected individually so they track the EKF states at
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* the fusion time horizon. This option provides the most accurate tracking of EKF states.
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*/
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void Ekf::applyCorrectionToOutputBuffer(const Vector3f& vel_correction, const Vector3f& pos_correction)
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void Ekf::applyCorrectionToOutputBuffer(const Vector3f &vel_correction, const Vector3f &pos_correction)
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{
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// loop through the output filter state history and apply the corrections to the velocity and position states
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for (uint8_t index = 0; index < _output_buffer.get_length(); index++) {
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+3
-2
@@ -347,9 +347,10 @@ void Ekf::resetHeight()
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// align output filter states to match EKF states at the fusion time horizon
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void Ekf::alignOutputFilter()
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{
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const outputSample output_delayed = _output_buffer.get_oldest();
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const outputSample &output_delayed = _output_buffer.get_oldest();
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// calculate the quaternion rotation delta from the EKF to output observer states at the EKF fusion time horizon
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Quatf q_delta = _state.quat_nominal * output_delayed.quat_nominal.inversed();
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Quatf q_delta{_state.quat_nominal * output_delayed.quat_nominal.inversed()};
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q_delta.normalize();
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// calculate the velocity and position deltas between the output and EKF at the EKF fusion time horizon
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@@ -50,8 +50,7 @@ void EstimatorInterface::setIMUData(const imuSample &imu_sample)
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{
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// TODO: resolve misplaced responsibility
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if (!_initialised) {
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init(imu_sample.time_us);
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_initialised = true;
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_initialised = init(imu_sample.time_us);
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}
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const float dt = math::constrain((imu_sample.time_us - _time_last_imu) / 1e6f, 1.0e-4f, 0.02f);
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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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||||
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||||
|
+348
-348
@@ -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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||||
33485000,0.98345,-0.0106145,-0.0118099,0.180485,0.0183889,-0.107453,-0.105649,0.0654136,-0.0453213,-0.0519314,-1.2023e-05,-5.654e-05,5.04086e-06,3.66193e-05,-0.000316307,-0.00108071,0.204284,0.00196732,0.43436,0,0,0,0,0,2.98245e-06,1.47644e-05,1.47542e-05,8.61e-05,0.0213468,0.0213515,0.00782073,0.0429283,0.0429311,0.0580703,4.57555e-11,4.57549e-11,4.53216e-10,0,0,5.00515e-08,0,0,0,0,0,0,0,0
|
||||
33585000,0.983477,-0.0103497,-0.0117798,0.180352,0.0145162,-0.100504,-0.101888,0.0672396,-0.0395705,-0.057731,-1.22967e-05,-5.64594e-05,5.16805e-06,3.66193e-05,-0.000316307,-0.00108134,0.204284,0.00196732,0.43436,0,0,0,0,0,2.97756e-06,1.37976e-05,1.3787e-05,8.60179e-05,0.019891,0.0198953,0.00765929,0.039006,0.0390082,0.057469,4.41157e-11,4.41123e-11,4.50472e-10,0,0,5.00437e-08,0,0,0,0,0,0,0,0
|
||||
33685000,0.983487,-0.0103452,-0.0117686,0.180301,0.0105664,-0.104481,-0.103474,0.0685326,-0.0498601,-0.0661834,-1.22959e-05,-5.64603e-05,5.21026e-06,3.66193e-05,-0.000316307,-0.00108138,0.204284,0.00196732,0.43436,0,0,0,0,0,2.97421e-06,1.40123e-05,1.40016e-05,8.59399e-05,0.021772,0.0217772,0.00761885,0.0433411,0.0433441,0.0573098,4.42146e-11,4.42111e-11,4.47717e-10,0,0,5.00524e-08,0,0,0,0,0,0,0,0
|
||||
33785000,0.983499,-0.0101502,-0.011766,0.180244,0.0061529,-0.0969165,-0.0976914,0.0714237,-0.0431212,-0.0721574,-1.25583e-05,-5.63517e-05,5.1864e-06,3.66193e-05,-0.000316307,-0.0010821,0.204284,0.00196732,0.43436,0,0,0,0,0,2.96865e-06,1.3035e-05,1.3024e-05,8.58668e-05,0.0201765,0.020181,0.00749354,0.0393203,0.0393226,0.0567168,4.26294e-11,4.26234e-11,4.44943e-10,0,0,5.00318e-08,0,0,0,0,0,0,0,0
|
||||
33885000,0.983515,-0.0101904,-0.0117232,0.180159,0.00265152,-0.0980029,-0.0972728,0.0718109,-0.0529131,-0.0793943,-1.25562e-05,-5.63539e-05,5.29279e-06,3.66193e-05,-0.000316307,-0.00108218,0.204284,0.00196732,0.43436,0,0,0,0,0,2.96583e-06,1.32399e-05,1.32288e-05,8.57955e-05,0.0220337,0.0220393,0.00748235,0.0437295,0.0437327,0.0565415,4.27283e-11,4.27222e-11,4.42157e-10,0,0,5.00388e-08,0,0,0,0,0,0,0,0
|
||||
33985000,0.983509,-0.00994049,-0.0118585,0.180198,0.00025062,-0.0875232,-0.093623,0.0735091,-0.0435621,-0.0825813,-1.28357e-05,-5.62215e-05,5.24678e-06,3.66193e-05,-0.000316307,-0.00108311,0.204284,0.00196732,0.43436,0,0,0,0,0,2.96313e-06,1.22714e-05,1.22598e-05,8.57268e-05,0.0203261,0.020331,0.00738894,0.0396126,0.039615,0.0559638,4.12195e-11,4.12112e-11,4.39358e-10,0,0,5.0005e-08,0,0,0,0,0,0,0,0
|
||||
34085000,0.983514,-0.00987785,-0.0118619,0.18017,-0.00332181,-0.09211,-0.0926886,0.0734001,-0.0525751,-0.0892355,-1.28356e-05,-5.62217e-05,5.25057e-06,3.66193e-05,-0.000316307,-0.00108322,0.204284,0.00196732,0.43436,0,0,0,0,0,2.97162e-06,1.24669e-05,1.2455e-05,8.60015e-05,0.0221485,0.0221543,0.00746156,0.0440804,0.0440836,0.0565803,4.13186e-11,4.13104e-11,4.37277e-10,0,0,5.00108e-08,0,0,0,0,0,0,0,0
|
||||
34185000,0.983516,-0.00970738,-0.0119009,0.180171,-0.00691984,-0.0821847,-0.0903385,0.0755168,-0.0440138,-0.0909958,-1.30729e-05,-5.61014e-05,5.29734e-06,3.66193e-05,-0.000316307,-0.00108398,0.204284,0.00196732,0.43436,0,0,0,0,0,2.96993e-06,1.15223e-05,1.15102e-05,8.59375e-05,0.0203481,0.0203531,0.00739411,0.0398734,0.0398758,0.056008,3.99011e-11,3.98909e-11,4.34456e-10,0,0,5.00037e-08,0,0,0,0,0,0,0,0
|
||||
34285000,0.983519,-0.00960031,-0.0119611,0.180151,-0.00704253,-0.085766,-0.089289,0.0748492,-0.0524524,-0.0982248,-1.30718e-05,-5.61025e-05,5.3535e-06,3.66193e-05,-0.000316307,-0.00108407,0.204284,0.00196732,0.43436,0,0,0,0,0,2.96842e-06,1.17088e-05,1.16963e-05,8.58765e-05,0.0221248,0.0221305,0.00743478,0.0443831,0.0443864,0.0558336,3.99999e-11,3.99898e-11,4.31626e-10,0,0,5.00041e-08,0,0,0,0,0,0,0,0
|
||||
34385000,0.983543,-0.00938656,-0.011971,0.180031,-0.00986885,-0.0748689,-0.0842704,0.075178,-0.0436356,-0.101371,-1.32948e-05,-5.59992e-05,5.36789e-06,3.66193e-05,-0.000316307,-0.00108554,0.204284,0.00196732,0.43436,0,0,0,0,0,2.96235e-06,1.08008e-05,1.07881e-05,8.58221e-05,0.0202492,0.0202542,0.00739149,0.0400958,0.0400983,0.0552881,3.86828e-11,3.86712e-11,4.28786e-10,0,0,5.0001e-08,0,0,0,0,0,0,0,0
|
||||
34485000,0.983547,-0.0094715,-0.0119006,0.18001,-0.0128984,-0.0786622,-0.0827644,0.074041,-0.0513805,-0.104835,-1.32936e-05,-5.60006e-05,5.4274e-06,3.66193e-05,-0.000316307,-0.00108589,0.204284,0.00196732,0.43436,0,0,0,0,0,2.96101e-06,1.09785e-05,1.09659e-05,8.57657e-05,0.0219732,0.0219789,0.00745464,0.0446306,0.0446339,0.055129,3.87816e-11,3.87701e-11,4.25937e-10,0,0,5e-08,0,0,0,0,0,0,0,0
|
||||
34585000,0.983553,-0.00927357,-0.0117243,0.179998,-0.0130421,-0.0671889,0.663145,0.0745274,-0.0436142,-0.0797037,-1.34749e-05,-5.59014e-05,5.4176e-06,3.66193e-05,-0.000316307,-0.00108724,0.204284,0.00196732,0.43436,0,0,0,0,0,2.95802e-06,1.01158e-05,1.01035e-05,8.57128e-05,0.0189434,0.0189479,0.00742518,0.0402451,0.0402476,0.0546138,3.75693e-11,3.75565e-11,4.2308e-10,0,0,5e-08,0,0,0,0,0,0,0,0
|
||||
34685000,0.98356,-0.00926064,-0.0114371,0.179981,-0.0147792,-0.0642053,1.65381,0.0731437,-0.0501807,0.0331661,-1.34752e-05,-5.5901e-05,5.40248e-06,3.66193e-05,-0.000316307,-0.00108697,0.204284,0.00196732,0.43436,0,0,0,0,0,2.95523e-06,1.02851e-05,1.02734e-05,8.56619e-05,0.01905,0.0190545,0.00749931,0.044617,0.0446203,0.0544751,3.7668e-11,3.76555e-11,4.20216e-10,0,0,5e-08,0,0,0,0,0,0,0,0
|
||||
34785000,0.983569,-0.00910198,-0.0112075,0.179953,-0.0148354,-0.0527349,2.62008,0.0739439,-0.0424845,0.194956,-1.36203e-05,-5.58107e-05,5.41699e-06,3.66193e-05,-0.000316307,-0.00106101,0.204284,0.00196732,0.43436,0,0,0,0,0,2.9637e-06,9.57218e-06,9.56083e-06,8.59506e-05,0.0162508,0.0162544,0.00753572,0.0401801,0.0401826,0.0547303,3.66803e-11,3.66668e-11,4.18086e-10,0,0,5.0002e-08,0,0,0,0,0,0,0,0
|
||||
34885000,0.983575,-0.00908769,-0.0109215,0.179939,-0.016516,-0.0497357,3.60563,0.0724213,-0.0475812,0.484785,-1.3621e-05,-5.58096e-05,5.39671e-06,3.66193e-05,-0.000316307,-0.00105876,0.204284,0.00196732,0.43436,0,0,0,0,0,2.961e-06,9.7355e-06,9.72468e-06,8.5902e-05,0.0163598,0.0163633,0.00762762,0.0442776,0.0442807,0.0546132,3.67789e-11,3.67657e-11,4.15211e-10,0,0,5.0001e-08,0,0,0,0,0,0,0,0
|
||||
|
||||
|
@@ -94,9 +94,9 @@ class EkfInitializationTest : public ::testing::Test {
|
||||
const Vector3f pos = _ekf->getPosition();
|
||||
const Vector3f vel = _ekf->getVelocity();
|
||||
|
||||
EXPECT_TRUE(matrix::isEqual(pos, Vector3f{}, 0.001f))
|
||||
EXPECT_TRUE(matrix::isEqual(pos, Vector3f{}, 0.002f))
|
||||
<< "pos = " << pos(0) << ", " << pos(1) << ", " << pos(2);
|
||||
EXPECT_TRUE(matrix::isEqual(vel, Vector3f{}, 0.002f))
|
||||
EXPECT_TRUE(matrix::isEqual(vel, Vector3f{}, 0.003f))
|
||||
<< "vel = " << vel(0) << ", " << vel(1) << ", " << vel(2);
|
||||
}
|
||||
|
||||
@@ -105,7 +105,7 @@ class EkfInitializationTest : public ::testing::Test {
|
||||
const Vector3f pos_var = _ekf->getPositionVariance();
|
||||
const Vector3f vel_var = _ekf->getVelocityVariance();
|
||||
|
||||
const float pos_variance_limit = 0.2f;
|
||||
const float pos_variance_limit = 0.1f;
|
||||
EXPECT_TRUE(pos_var(0) > pos_variance_limit) << "pos_var(0)" << pos_var(0);
|
||||
EXPECT_TRUE(pos_var(1) > pos_variance_limit) << "pos_var(1)" << pos_var(1);
|
||||
EXPECT_TRUE(pos_var(2) > pos_variance_limit) << "pos_var(2)" << pos_var(2);
|
||||
|
||||
Reference in New Issue
Block a user