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On H/sub /spl infin// /spl alpha/-/spl beta/ target tracking
Conference proceeding

On H/sub /spl infin// /spl alpha/-/spl beta/ target tracking

P.R Kalata, S Daka, P.L Rawicz and T.A Chmielewski
Thirty-Sixth Southeastern Symposium on System Theory, 2004. Proceedings of the
2004

Abstract

Acceleration Motion measurement Noise measurement Position measurement Predictive models Radar tracking State estimation Target tracking Time measurement Velocity measurement
This paper considers the discrete time Kalman and H/sub /spl infin// approach to the two-state /spl alpha/-/spl beta/ target tracking problem. A closed form steady-state solution for the /spl alpha/-/spl beta/ parameter selection for H/sub /spl infin// tracker, which is similar to the tracking index process for the MSE (Kalman) criterion, is presented. The H/sub /spl infin// and Kalman processes model the radar/target system with the objective to keep the target within the radar beamwidth. The two trackers are compared considering two cases that differ in the input maneuver disturbances, random maneuver and constant acceleration. An example illustrates the performance of the /spl alpha/-/spl beta/ tracker with respect to keeping the target within the beamwidth in terms of probability of escape.

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