Non-linear filtering—the link between Kalman and extended Kalman filters

Abstract

The problem of developing practical suboptimal filters for non-linear systems is treated using a different, approach. The filter developed (El-F) is found to fill in the gap between Kalman and extended Kalman filters. A numerical experiment to test the performance of the developed filter is conducted and the results are shown,