25 August 2004 Performance comparison of target maneuver onset detection algorithms
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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.
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Jifeng Ru, Jifeng Ru, Anwer Bashi, Anwer Bashi, Xiao-Rong Li, 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); doi: 10.1117/12.553360; https://doi.org/10.1117/12.553360
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