The use of particle filtering for detecting a high maneuvering target

Abstract

This paper shows that the performance of particle filter track-before-detect algorithms significantly degrades if they do not consider high maneuverability of the target. We propose the track-before-detect algorithm that takes into account accelerating a target during integration time. Receiver operating characteristics for various parameters show the efficiency of the proposed algorithm.