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WS Peng,YW Fang,D Chai. "Enhanced Dynamic Error Spectrum for Estimation Performance Evaluation in Target Tracking".

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peng_weishi: 金币+10, ★★★★★最佳答案, 非常感谢 2016-04-03 10:13:34
sunshan4379: LS-EPI+1, 感谢应助! 2016-04-03 10:18:22
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佩佩萌妹子

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Enhanced dynamic error spectrum for estimation performance evaluation in target tracking
作者eng, WS (Peng, Wei-Shi)[ 1,2 ] ; Fang, YW (Fang, Yang-Wang)[ 1 ] ; Chai, D (Chai, Dong)[ 1 ]
OPTIK
卷: 127  期: 8  页: 3943-3949
DOI: 10.1016/j.ijleo.2016.01.105
出版年: 2016
查看期刊信息
摘要
The error spectrum is a comprehensive metric for evaluation of estimation performance, which is an aggregation of many incomprehensive measures. However, for dynamic systems, error spectrum is difficult to analyze an estimator's performance since it is a three-dimension graphics for the whole time horizon. Accordingly, dynamic error spectrum was proposed to relieve error spectrum to dynamic systems. The key of dynamic error spectrum is combining error spectrum into one point at a time instant, which unfortunately suffers from information loss. To improve this, a new metric called enhanced dynamic error spectrum is proposed in this paper. Then, both the additive form and the multiplicative form of enhanced dynamic error spectrum are given under different application backgrounds. Finally, the concrete application of the metrics and qualities of the above form are illustrated by numerical examples. The simulation shows that more important information are considered by enhanced dynamic error spectrum and the proposed measure can also be applied easily to dynamic systems. (C) 2016 Elsevier GmbH. All rights reserved.
关键词
作者关键词erformance evaluation; Estimation; Error spectrum; Dynamic error spectrum; Target tracking
KeyWords Plus:ALGORITHM; MODEL
作者信息
通讯作者地址: Peng, WS (通讯作者)
              Air Force Engn Univ, Sch Aeronaut & Astronaut Engn, Xian 710038, Shaanxi, Peoples R China.
通讯作者地址: Peng, WS (通讯作者)
              Armed Police Force Engn Univ, Sch Equipment Engn, Xian 710086, Shaanxi, Peoples R China.
地址:
              [ 1 ] Air Force Engn Univ, Sch Aeronaut & Astronaut Engn, Xian 710038, Shaanxi, Peoples R China
              [ 2 ] Armed Police Force Engn Univ, Sch Equipment Engn, Xian 710086, Shaanxi, Peoples R China
电子邮件地址:peng_weishi@163.com; ywfang2008@sohu.com; chaibaodong@126.com
基金资助致谢
基金资助机构        授权号
National Natural Science Foundation of China        
61502534
Natural Science Foundation of Shaanxi Province of China        
2014JQ8339
查看基金资助信息   
出版商
ELSEVIER GMBH, URBAN & FISCHER VERLAG, OFFICE JENA, P O BOX 100537, 07705 JENA, GERMANY
类别 / 分类
研究方向:Optics
Web of Science 类别:Optics
文献信息
文献类型:Article
语种:English
入藏号: WOS:000371559700049
ISSN: 0030-4026
期刊信息
Impact Factor (影响因子): Journal Citation Reports®
其他信息
IDS 号: DF7TE
Web of Science 核心合集中的 "引用的参考文献": 26
Web of Science 核心合集中的 "被引频次": 0
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