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author | Lorenz Meier <lm@inf.ethz.ch> | 2014-08-23 16:03:24 +0200 |
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committer | Lorenz Meier <lm@inf.ethz.ch> | 2014-08-23 16:03:24 +0200 |
commit | bcca3cae748ffea2df51907992e4a3c7ca673fd2 (patch) | |
tree | 4c2a12a9db1590b85d33180d31a7fda4824645ac /src/modules/ekf_att_pos_estimator/estimator_23states.cpp | |
parent | 1143cdbadfdf5a00765373cfa2ad84f6d23f2c51 (diff) | |
download | px4-firmware-bcca3cae748ffea2df51907992e4a3c7ca673fd2.tar.gz px4-firmware-bcca3cae748ffea2df51907992e4a3c7ca673fd2.tar.bz2 px4-firmware-bcca3cae748ffea2df51907992e4a3c7ca673fd2.zip |
Run full update straight after reset, filter wind speed dynamically
Diffstat (limited to 'src/modules/ekf_att_pos_estimator/estimator_23states.cpp')
-rw-r--r-- | src/modules/ekf_att_pos_estimator/estimator_23states.cpp | 40 |
1 files changed, 28 insertions, 12 deletions
diff --git a/src/modules/ekf_att_pos_estimator/estimator_23states.cpp b/src/modules/ekf_att_pos_estimator/estimator_23states.cpp index d176ccee2..249cc419e 100644 --- a/src/modules/ekf_att_pos_estimator/estimator_23states.cpp +++ b/src/modules/ekf_att_pos_estimator/estimator_23states.cpp @@ -74,6 +74,7 @@ AttPosEKF::AttPosEKF() : windSpdFiltNorth(0.0f), windSpdFiltEast(0.0f), windSpdFiltAltitude(0.0f), + windSpdFiltClimb(0.0f), fusionModeGPS(0), innovVelPos{}, varInnovVelPos{}, @@ -1660,22 +1661,30 @@ void AttPosEKF::FuseAirspeed() // Perform fusion of True Airspeed measurement if (useAirspeed && fuseVtasData && (VtasPred > 1.0f) && (VtasMeas > 8.0f)) { - // Lowpass the output of the wind estimate - we want a long-term - // stable estimate, but not start to load into the overall dynamics - // of the system (which adjusting covariances would do) - - // Nominally damp to 0.02% of the noise, but reduce the damping for strong altitude variations - // assuming equal wind speeds on the same altitude and varying wind speeds on - // different altitudes - float windFiltCoeff = 0.0002f; float altDiff = fabsf(windSpdFiltAltitude - hgtMea); - // Change filter coefficient based on altitude - windFiltCoeff += ConstrainFloat(0.00001f * altDiff, windFiltCoeff, 0.1f); + if (isfinite(windSpdFiltClimb)) { + windSpdFiltClimb = ((1.0f - 0.0002f) * windSpdFiltClimb) + (0.0002f * states[6]); + } else { + windSpdFiltClimb = states[6]; + } + + if (altDiff < 20.0f) { + // Lowpass the output of the wind estimate - we want a long-term + // stable estimate, but not start to load into the overall dynamics + // of the system (which adjusting covariances would do) + + // Change filter coefficient based on altitude change rate + float windFiltCoeff = ConstrainFloat(fabsf(windSpdFiltClimb) / 1000.0f, 0.00005f, 0.2f); + + windSpdFiltNorth = ((1.0f - windFiltCoeff) * windSpdFiltNorth) + (windFiltCoeff * vwn); + windSpdFiltEast = ((1.0f - windFiltCoeff) * windSpdFiltEast) + (windFiltCoeff * vwe); + } else { + windSpdFiltNorth = vwn; + windSpdFiltEast = vwe; + } - windSpdFiltNorth = ((1.0f - windFiltCoeff) * windSpdFiltNorth) + (windFiltCoeff * vwn); - windSpdFiltEast = ((1.0f - windFiltCoeff) * windSpdFiltEast) + (windFiltCoeff * vwe); windSpdFiltAltitude = hgtMea; // Calculate observation jacobians @@ -3097,6 +3106,13 @@ void AttPosEKF::ZeroVariables() dVelIMU.zero(); lastGyroOffset.zero(); + windSpdFiltNorth = 0.0f; + windSpdFiltEast = 0.0f; + // setting the altitude to zero will give us a higher + // gain to adjust faster in the first step + windSpdFiltAltitude = 0.0f; + windSpdFiltClimb = 0.0f; + for (unsigned i = 0; i < data_buffer_size; i++) { for (unsigned j = 0; j < n_states; j++) { |