Multiple-model detection of target maneuvers

Jifeng Ru; X. Rong Li; Vesselin P. Jilkov

doi:10.1117/12.621779

4 October 2005 Multiple-model detection of target maneuvers

Jifeng Ru, X. Rong Li, Vesselin P. Jilkov

Proceedings Volume 5913, Signal and Data Processing of Small Targets 2005; 59130A (2005) https://doi.org/10.1117/12.621779
Event: Optics and Photonics 2005, 2005, San Diego, California, United States

Abstract

This paper proposes a multiple-model (MM) hypothesis testing approach for detection of unknown target maneuvers that may have several possible prior distributions. An MMmaneuver detector based on sequential hypothesis testing is developed. Simulation results that compare the performance of the proposed MM detector to that of traditional maneuver detectors are presented. They demonstrate that the new sequential MM detector outperforms traditional multiple hypothesis testing based detectors when the prior acceleration distributions are unknown.

Citation Download Citation

Jifeng Ru, X. Rong Li, and Vesselin P. Jilkov "Multiple-model detection of target maneuvers", Proc. SPIE 5913, Signal and Data Processing of Small Targets 2005, 59130A (4 October 2005); https://doi.org/10.1117/12.621779

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