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Theoretical design of trackers for tracking probability enhancement

  • University of New Orleans

Research output: Contribution to journalConference articlepeer-review

4 Scopus citations

Abstract

Design of a tracker has a significant effect on the performance. Design is, however, not a trivial task, which requires much experience. This paper presents theoretically solid designs of the tracking filters based on a newly-introduced concept of tracking probability. Specifically, analytic results for the selection of the transition probability, the initial tracking probability, and the thresholds for track confirmation and termination are presented. Supporting simulation results are also given for the design of the recently-developed Intelligent Probabilistic Data Association (IPDA) filter.

Original languageEnglish
Pages (from-to)404-415
Number of pages12
JournalProceedings of SPIE - The International Society for Optical Engineering
Volume3373
DOIs
StatePublished - 1998
Externally publishedYes
EventSignal and Data Processing of Small Targets 1998 - Orlando, FL, United States
Duration: 14 Apr 199816 Apr 1998

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