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weishi peng, yangwang fang, "Enhanced error spectrum for estimation performance evaluation" 发自小木虫Android客户端 |
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2楼2016-06-01 11:31:26
fatewu
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专家经验: +790 - 应助: 521 (博士)
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peng_weishi: 金币+10, 谢谢 2016-06-02 23:59:28
sunshan4379: LS-EPI+1, 感谢应助！ 2016-06-03 19:53:47
peng_weishi: 金币+10, 谢谢 2016-06-02 23:59:28
sunshan4379: LS-EPI+1, 感谢应助！ 2016-06-03 19:53:47
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Enhanced error spectrum for estimation performance evaluation 作者  eng, WS (Peng, Weishi)[ 1,3 ] ; Fang, YW (Fang, Yangwang)[ 1 ] ; Duan, ZS (Duan, Zhansheng)[ 2 ] ; Wang, BH (Wang, Binghe)[ 3 ]OPTIK 卷: 127 期: 12 页: 5084-5091 DOI: 10.1016/j.ijleo.2016.02.063 出版年: 2016 查看期刊信息 摘要 The error spectrum is a comprehensive metric for estimation performance evaluation in that it is an aggregation of many incomprehensive measures. However, the error spectrum is a two-dimensional curve for any estimand (i.e., the quantity to be estimated) of interest. Therefore, unless one error spectrum dominates the others, it is in general not straightforward to say which one is better. Although the dynamic error spectrum (i.e., the average height of the error spectrum) was proposed to tackle this problem, it suffers from the problem of information loss due to the mapping of the whole error spectrum at a time instant into a single point. Particularly, if the average heights of two error spectrums are the same, they are still indistinguishable. To alleviate this, two new metrics called range error spectrum induced area and dynamic error spectrum'induced area are proposed in this paper. Then how to combine these two new metrics, called as enhanced error spectrum, are further studied. An additive and a multiplicative form of the enhanced error spectrum are presented respectively for different scenarios. A numerical example is provided to illustrate the effectiveness of the metrics. It is shown that due to the consideration of more information, the new metrics have greater applicability than the dynamic error spectrum. (C) 2016 Elsevier GmbH. All rights reserved. 关键词 作者关键词:Estimation; Estimation performance evaluation; Error spectrum; Dynamic error spectrum; Multi-objective optimization KeyWords Plus ITMAN CLOSENESS; DECISION-MAKING作者信息 通讯作者地址: Duan, ZS (通讯作者) 显示增强组织信息的名称 Xi An Jiao Tong Univ, Ctr Informat Engn Sci Res, Xian 710049, Shaanxi, Peoples R China. 地址: [ 1 ] Air Force Engn Univ, Sch Aeronaut & Astronaut Engn, Xian 710038, Shaanxi, Peoples R China 显示增强组织信息的名称 [ 2 ] Xi An Jiao Tong Univ, Ctr Informat Engn Sci Res, Xian 710049, Shaanxi, Peoples R China [ 3 ] Sch People Armed Police Engn Univ, Xian 710086, Shaanxi, Peoples R China 电子邮件地址:zhanshengduan@hotmail.com 基金资助致谢 基金资助机构 授权号 National 973 Project of China 2013CB329405 National Natural Science Foundation of China 61174138 Fundamental Research Funds for the Central Universities of China 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:000374618900027 ISSN: 0030-4026 期刊信息 Impact Factor (影响因子): Journal Citation Reports® 其他信息 IDS 号: DK0RC Web of Science 核心合集中的 "引用的参考文献": 30 Web of Science 核心合集中的 "被引频次": 0 |
3楼2016-06-01 11:31:53
