Performance comparison of target maneuver onset detection algorithms

Jifeng Ru; Anwer Bashi; X. Rong Li

doi:10.1117/12.553360

Performance comparison of target maneuver onset detection algorithms

Jifeng Ru
, Anwer Bashi
, X. Rong Li

University of New Orleans

Research output: Contribution to journal › Conference article › peer-review

29 Scopus citations

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.

Original language	English
Pages (from-to)	419-428
Number of pages	10
Journal	Proceedings of SPIE - The International Society for Optical Engineering
Volume	5428
DOIs	https://doi.org/10.1117/12.553360
State	Published - 2004
Externally published	Yes
Event	Signal and Data Processing of Small Targets 2004 - Orlando, FL, United States Duration: 13 Apr 2004 → 15 Apr 2004

Keywords

Maneuver detection
Maneuvering target tracking
Onset detections

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Cite this

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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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AB - 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.

KW - Maneuver detection

KW - Maneuvering target tracking

KW - Onset detections

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M3 - 会议文章

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JF - Proceedings of SPIE - The International Society for Optical Engineering

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Performance comparison of target maneuver onset detection algorithms

Abstract

Keywords

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