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EKF: Don't do magnetic field estimation without earth frame measurements
Use horizontal acceleration to check if yaw is observable independent of the magnetometer. Use rotation about the vertical to check if mag raises are observable. If neither yaw of mag biases are observable, save the magnetic field variances and switch to magnetic yaw fusion. Use the last learned declination when using magnetic yaw fusion so that the yaw reference remains consistent. When yaw or biases become observable, reinstate the saved variances and switch back to 3D mag fusion.
This commit is contained in:
committed by
Lorenz Meier
parent
20db74eca8
commit
394dd95cba
@@ -467,13 +467,6 @@ void Ekf::predictCovariance()
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// Don't do covariance prediction on magnetic field states unless we are using 3-axis fusion
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if (_control_status.flags.mag_3D) {
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// Check if we have just transitioned into 3-axis fusion and set the state variances
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if (!_control_status_prev.flags.mag_3D) {
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for (uint8_t index = 16; index <= 21; index++) {
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P[index][index] = sq(fmaxf(_params.mag_noise, 0.001f));
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}
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}
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// calculate variances and upper diagonal covariances for earth and body magnetic field states
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nextP[0][16] = P[0][16] + P[1][16]*SF[9] + P[2][16]*SF[11] + P[3][16]*SF[10] + P[10][16]*SF[14] + P[11][16]*SF[15] + P[12][16]*SPP[10];
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nextP[1][16] = P[1][16] + P[0][16]*SF[8] + P[2][16]*SF[7] + P[3][16]*SF[11] - P[12][16]*SF[15] + P[11][16]*SPP[10] - (P[10][16]*q0)/2;
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