Performance Comparison of Target Maneuver Onset Detection Algorithms

机译：目标机动起步检测算法的性能比较

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摘要

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.

机译：本文在多种典型机动目标跟踪场景中比较了六种不同的目标机动检测算法。基于残差的卡方检验，基于卡方检验的输入估计，基于显着性检验的输入估计，广义似然比，累加和。检验边缘化似然比检测器。给出了操纵开始检测时间和ROC曲线，并通过仿真讨论了性能指标。此外，评估了不同窗口大小对检测性能的影响。

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来源
《Conference on Signal and Data Processing of Small Targets 2004; 20040413-20040415; Orlando,FL; US》|2004年|P.419-428|共10页
会议地点 Orlando FL(US)
作者
Jifeng Ru; Anwer Bashi; X. Rong Li;
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作者单位

Department of Electrical Engineering University of New Orleans, New Orleans, LA 70148;

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会议组织
原文格式 PDF
正文语种 eng
中图分类通信理论;
关键词
maneuvering target tracking; maneuver detection; onset detections;

机译：机动目标跟踪;机动检测;起爆检测;

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2. Signal detection on spontaneous reports of adverse events following immunisation: A comparison of the performance of a disproportionality-based algorithm and a time-to-onset-based algorithm [J] . VanHolleL., BauchauV. Pharmacoepidemiology and drug safety . 2014,第2期

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3. Performance comparison of feature extraction algorithms for target detection and classification [J] . Soheil Bahrampour, Asok Ray, Soumalya Sarkar, Pattern recognition letters . 2013,第16期

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4. Performance Comparison of Target Maneuver Onset Detection Algorithms [C] . Jifeng Ru, Anwer Bashi, X. Rong Li, Conference on signal and data processing of small targets . 2004

机译：目标操纵检测算法的性能比较
5. Tracking algorithms for maneuvering and non-maneuvering targets. [D] . Wang, Tai-ching. 1991

机译：机动和非机动目标的跟踪算法。
6. Signal detection on spontaneous reports of adverse events following immunisation: a comparison of the performance of a disproportionality-based algorithm and a time-to-onset-based algorithm [O] . Lionel van Holle, Vincent Bauchau -1

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7. Computer Graphics-Based Models Of Target Detection: Algorithms, Comparison To Human Performance, And Failure Modes [O] . Christian J. Darken 2015

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8. Performance Comparison of Feature Extraction Algorithms for Target Detection and Classification. [R] . A. Ray N. M. Nasrabadi S. Bahrampour S. Sarka T. Damarla 2013

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Performance Comparison of Target Maneuver Onset Detection Algorithms

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