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Parameter Estimation Based on Set-valued Signals: Theory and Application

文献类型：期刊论文

作者Wang, Ting; Zhang, Hang; Zhao, Yan-long
刊名ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES
出版日期2019-04-01
卷号35期号:2页码:255-263
ISSN号0168-9673
关键词set-valued signals parameter estimation one-time completed algorithms iterative estimation algorithms recursive estimation algorithms
DOI10.1007/s10255-019-0822-x
英文摘要This paper summarizes the parameter estimation of systems with set-valued signals, which can be classified to three catalogs: one-time completed algorithms, iterative methods and recursive algorithms. For one-time completed algorithms, empirical measure method is one of the earliest methods to estimate parameters by using set-valued signals, which has been applied to the adaptive tracking of periodic target signals. The iterative methods seek numerical solutions of the maximum likelihood estimation, which have been applied to both complex diseases diagnosis and radar target recognition. The recursive algorithms are constructed via stochastic approximation and stochastic gradient methods, which have been applied to adaptive tracking of non-periodic signals.
资助项目National Natural Science Foundation of China[61803370] ; National Natural Science Foundation of China[61622309] ; China Postdoctoral Science Foundation[2018M630216] ; National Key Research and Development Program of China[2016YFB0901902]
WOS研究方向Mathematics
语种英语
出版者SPRINGER HEIDELBERG
WOS记录号WOS:000467899800001
源URL[http://ir.amss.ac.cn/handle/2S8OKBNM/34703]  
专题系统科学研究所
通讯作者Zhao, Yan-long
作者单位Chinese Acad Sci, Acad Math & Syst Sci, Key Lab Syst & Control, Beijing 100190, Peoples R China
推荐引用方式
GB/T 7714		 Wang, Ting,Zhang, Hang,Zhao, Yan-long. Parameter Estimation Based on Set-valued Signals: Theory and Application[J]. ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES,2019,35(2):255-263.
APA Wang, Ting,Zhang, Hang,&Zhao, Yan-long.(2019).Parameter Estimation Based on Set-valued Signals: Theory and Application.ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES,35(2),255-263.
MLA Wang, Ting,et al."Parameter Estimation Based on Set-valued Signals: Theory and Application".ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES 35.2(2019):255-263.

入库方式： OAI收割

来源：数学与系统科学研究院

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