Kybernetika 38 no. 4, 425-443, 2002

On improving sensitivity of the Kalman filter

Petr Franěk


The impact of additive outliers on a performance of the Kalman filter is discussed and less outlier-sensitive modification of the Kalman filter is proposed. The improved filter is then used to obtain an improved smoothing algorithm and an improved state-space model parameters estimation.