Robust Kalman Filter Using Hypothesis Testing
Robust Kalman Filter Using Hypothesis Testing
The Kalman filter yields the optimum estimate in the sense of the minimum error variance when the noises are Gaussian distributed. However its performance will deteriorate so that the estimates may not be good for anything, if it is contaminated by any noise with non-Gaussian distribution.As an approach to the …