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A Multiple-Detection Joint Probabilistic Data...
Journal article

A Multiple-Detection Joint Probabilistic Data Association Filter

Abstract

Most conventional target tracking algorithms assume that a target can generate at most one measurement per scan. However, there are tracking problems where this assumption is not valid. for example, multiple detections from a target in a scan can arise due to multipath propagation effects as in the over-the-horizon radar (OTHR). A conventional multitarget tracking algorithm will fail in these scenarios, since it cannot handle multiple …

Authors

Habtemariam B; Tharmarasa R; Thayaparan T; Mallick M; Kirubarajan T

Journal

IEEE Journal of Selected Topics in Signal Processing, Vol. 7, No. 3, pp. 461–471

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Publication Date

June 1, 2013

DOI

10.1109/jstsp.2013.2256772

ISSN

1932-4553