Performance comparison of target maneuver onset detection algorithms

Jifeng Ru; Anwer Bashi; Xiao-Rong Li

doi:10.1117/12.553360

25 August 2004 Performance comparison of target maneuver onset detection algorithms

Jifeng Ru, Anwer Bashi, Xiao-Rong Li

Proceedings Volume 5428, Signal and Data Processing of Small Targets 2004; (2004) https://doi.org/10.1117/12.553360
Event: Defense and Security, 2004, Orlando, Florida, United States

Abstract

This paper compares six different algorithms for target maneuver detection in a number of typical maneuvering target tracking scenarios. Measurement residual based chi-square test, input estimate based chi-square test, input estimate based significance test, generalized likelihood ratio, cumulative sum, and marginalized likelihood ratio detectors are examined. Maneuver onset detection times and ROC curves are presented and performance measures are discussed through simulations. Further, the effect of different window sizes on detection performance is evaluated.

Citation Download Citation

Jifeng Ru, Anwer Bashi, and Xiao-Rong Li "Performance comparison of target maneuver onset detection algorithms", Proc. SPIE 5428, Signal and Data Processing of Small Targets 2004, (25 August 2004); https://doi.org/10.1117/12.553360

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