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authorLorenz Meier <lm@inf.ethz.ch>2013-04-27 12:59:47 +0200
committerLorenz Meier <lm@inf.ethz.ch>2013-04-27 12:59:47 +0200
commite6ed8268ee610d0b9e9b4930ad379a6d7dcc3629 (patch)
tree1ae45990d97e3bd1d65574380ae1eeab5e41ff07 /src/modules/position_estimator_mc/positionKalmanFilter1D_dT.m
parent574e76532126fea8ab0ac5fd0595f6fb2935f0dd (diff)
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Moved position_estimator_mc, px4io driver and sdlog app to new style build
Diffstat (limited to 'src/modules/position_estimator_mc/positionKalmanFilter1D_dT.m')
-rwxr-xr-xsrc/modules/position_estimator_mc/positionKalmanFilter1D_dT.m26
1 files changed, 26 insertions, 0 deletions
diff --git a/src/modules/position_estimator_mc/positionKalmanFilter1D_dT.m b/src/modules/position_estimator_mc/positionKalmanFilter1D_dT.m
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index 000000000..f94cce1fb
--- /dev/null
+++ b/src/modules/position_estimator_mc/positionKalmanFilter1D_dT.m
@@ -0,0 +1,26 @@
+function [x_aposteriori,P_aposteriori]=positionKalmanFilter1D_dT(dT,x_aposteriori_k,P_aposteriori_k,u,z,gps_update,Q,R,thresh,decay)
+ %dynamics
+ A = [1 dT -0.5*dT*dT;
+ 0 1 -dT;
+ 0 0 1];
+ B = [0.5*dT*dT; dT; 0];
+ C = [1 0 0];
+ %prediction
+ x_apriori=A*x_aposteriori_k+B*u;
+ P_apriori=A*P_aposteriori_k*A'+Q;
+ if abs(u)<thresh
+ x_apriori(2)=decay*x_apriori(2);
+ end
+ %update
+ if gps_update==1
+ y=z-C*x_apriori;
+ S=C*P_apriori*C'+R;
+ K=(P_apriori*C')/S;
+ x_aposteriori=x_apriori+K*y;
+ P_aposteriori=(eye(size(P_apriori))-K*C)*P_apriori;
+ else
+ x_aposteriori=x_apriori;
+ P_aposteriori=P_apriori;
+ end
+end
+