ADAPTIVE UPDATE RATE TRACKING USING IMM NEAREST-NEIGHBOR ALGORITHM INCORPORATING RAPID RE-LOOKS

The paper describes an adaptive update rate tracking algorithm for use with electronically steered phased array surveillance radar, and pres ents results obtained from computer simulations which demonstrate avai lable performance improvements. The update rate is varied to maintain, as closely as possible, constant tracker validation region size durin g target nonmanoeuvre and manoeuvre phases and when missed detections occur, with the aim of improving tracker performance in clutter. The t racker combines the interactive multiple model estimator with nearest neighbour data association and incorporates rapid re-looks when requir ed. The computer simulations demonstrate the ability of the algorithm to control the validation region size and to improve track maintenance in a cluttered environment.