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Ò²ÊÇ Sci ¼ìË÷ Enhanced dynamic error spectrum for estimation performance evaluation in target tracking ×÷Õß eng, WS (Peng, Wei-Shi)[ 1,2 ] ; Fang, YW (Fang, Yang-Wang)[ 1 ] ; Chai, D (Chai, Dong)[ 1 ]OPTIK ¾í: 127 ÆÚ: 8 Ò³: 3943-3949 DOI: 10.1016/j.ijleo.2016.01.105 ³ö°æÄê: 2016 ²é¿´ÆÚ¿¯ÐÅÏ¢ ÕªÒª 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. ¹Ø¼ü´Ê ×÷Õ߹ؼü´Ê erformance evaluation; Estimation; Error spectrum; Dynamic error spectrum; Target trackingKeyWords Plus:ALGORITHM; MODEL ×÷ÕßÐÅÏ¢ ͨѶ×÷ÕßµØÖ·: Peng, WS (ͨѶ×÷Õß) Air Force Engn Univ, Sch Aeronaut & Astronaut Engn, Xian 710038, Shaanxi, Peoples R China. ͨѶ×÷ÕßµØÖ·: Peng, WS (ͨѶ×÷Õß) Armed Police Force Engn Univ, Sch Equipment Engn, Xian 710086, Shaanxi, Peoples R China. µØÖ·: [ 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 µç×ÓÓʼþµØÖ·:peng_weishi@163.com; ywfang2008@sohu.com; chaibaodong@126.com »ù½ð×ÊÖúÖÂл »ù½ð×ÊÖú»ú¹¹ ÊÚȨºÅ National Natural Science Foundation of China 61502534 Natural Science Foundation of Shaanxi Province of China 2014JQ8339 ²é¿´»ù½ð×ÊÖúÐÅÏ¢ ³ö°æÉÌ ELSEVIER GMBH, URBAN & FISCHER VERLAG, OFFICE JENA, P O BOX 100537, 07705 JENA, GERMANY Àà±ð / ·ÖÀà Ñо¿·½Ïò:Optics Web of Science Àà±ð:Optics ÎÄÏ×ÐÅÏ¢ ÎÄÏ×ÀàÐÍ:Article ÓïÖÖ:English Èë²ØºÅ: WOS:000371559700049 ISSN: 0030-4026 ÆÚ¿¯ÐÅÏ¢ Impact Factor (Ó°ÏìÒò×Ó): Journal Citation Reports® ÆäËûÐÅÏ¢ IDS ºÅ: DF7TE Web of Science ºËÐĺϼ¯ÖÐµÄ "ÒýÓõIJο¼ÎÄÏ×": 26 Web of Science ºËÐĺϼ¯ÖÐµÄ "±»ÒýƵ´Î": 0 |
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eng, WS (Peng, Wei-Shi)[ 1,2 ] ; Fang, YW (Fang, Yang-Wang)[ 1 ] ; Chai, D (Chai, Dong)[ 1 ]