In this study IMM-PF (Interacting Multiple Model - Particle Filter) algorithm has been developed in order to achieve increased performance for tracking maneuvering targets. Track lost rate and gate sizes are determined as the performance criteria. The developed algorithm has been compared with standard IMM algorithm. Effects of the number of particles on the performance is analysed.
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