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WS Peng，YW Fang，D Chai. "Enhanced Dynamic Error Spectrum for Estimation Performance Evaluation in Target Tracking". 发自小木虫Android客户端 |
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也是 Sci 检索 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 trackingKeyWords 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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