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Identification of Wiener systems with nonlinearity being piecewise-linear function

文献类型：期刊论文

作者Huang YiQing1,2; Chen HanFu1; Fang HaiTao1; CHEN HanFu; FANG HaiTao
刊名SCIENCE IN CHINA SERIES F-INFORMATION SCIENCES
出版日期2008
卷号51期号:1页码:1-12
关键词Wiener system recursive identification strong consistency piecewise-linear function stochastic approximation
ISSN号1009-2757
DOI10.1007/s11432-007-0071-0
英文摘要Identification of the Wiener system with the nonlinear block being a piecewise-linear function is considered in the paper, generalizing the results given by H. E. Chen to the case of noisy observation. Recursive algorithms are given for estimating all unknown parameters contained in the system, and their strong consistency is proved. The estimation method is similar to that used by H. E. Chen for Hammerstein systems with the same nonlinearity. However, the assumption imposed by H. E. Chen on the availability of an upper bound for the nonsmooth points of the piecewise-linear function has been removed in this paper with the help of designing an additional algorithm for estimating the upper bound.
WOS研究方向Computer Science
语种英语
WOS记录号WOS:000251972300001
出版者SCIENCE CHINA PRESS
源URL[http://ir.amss.ac.cn/handle/2S8OKBNM/5309]  
专题系统科学研究所
通讯作者Chen HanFu
作者单位1.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100080, Peoples R China
2.Chinese Acad Sci, Grad Sch, Beijing 100039, Peoples R China
推荐引用方式
GB/T 7714		 Huang YiQing,Chen HanFu,Fang HaiTao,et al. Identification of Wiener systems with nonlinearity being piecewise-linear function[J]. SCIENCE IN CHINA SERIES F-INFORMATION SCIENCES,2008,51(1):1-12.
APA Huang YiQing,Chen HanFu,Fang HaiTao,CHEN HanFu,&FANG HaiTao.(2008).Identification of Wiener systems with nonlinearity being piecewise-linear function.SCIENCE IN CHINA SERIES F-INFORMATION SCIENCES,51(1),1-12.
MLA Huang YiQing,et al."Identification of Wiener systems with nonlinearity being piecewise-linear function".SCIENCE IN CHINA SERIES F-INFORMATION SCIENCES 51.1(2008):1-12.

入库方式： OAI收割

来源：数学与系统科学研究院

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