Path: Common/Estimation
% Combine forward and backward covariances and states. -------------------------------------------------------------------------- Form: [xS, pS] = KalmanFilterCombine( xB, pB, xF, pF ) -------------------------------------------------------------------------- ------ Inputs ------ xB (n,1) Backward state pB (n,n) Backward covariance xF (n,1) Forward state pF (n,n) Forward covariance ------- Outputs ------- xS (n,1) Smoothed state pS (n,n) Smoothed covariance -------------------------------------------------------------------------- References: R.G. Brown and P.Y.C. Hwang. Introduction to Random Signals and Applied Kalman Filtering, 2nd Edition. John Wiley and Sons, 1992. --------------------------------------------------------------------------
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