Strong consistence of recursive identification for Wiener systems

doi:10.1016/j.automatica.2005.06.006

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	Strong consistence of recursive identification for Wiener systems
	Hu, XL ; Chen, HF
	2005-11-01
发表期刊	AUTOMATICA
ISSN	0005-1098
卷号	41 期号:11 页码:1905-1916
摘要	The paper concerns identification of the Wiener system consisting of a linear subsystem followed by a static nonlinearity f (center dot) with no invertibility and structure assumption. Recursive estimates are given for coefficients of the linear subsystem and for the value f (v) at any fixed v. The main contribution of the paper consists in establishing convergence with probability one of the proposed algorithms to the true values. This probably is the first strong consistency result for this kind of Wiener systems. A numerical example is given, which justifies the theoretical analysis. (c) 2005 Elsevier Ltd. All rights reserved.
关键词	Wiener system nonparametric nonlinearity recursive estimate strong consistency stochastic approximation
DOI	10.1016/j.automatica.2005.06.006
语种	英语
WOS研究方向	Automation & Control Systems ; Engineering
WOS类目	Automation & Control Systems ; Engineering, Electrical & Electronic
WOS记录号	WOS:000232674300006
出版者	PERGAMON-ELSEVIER SCIENCE LTD
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/2373
专题	系统科学研究所
通讯作者	Chen, HF
作者单位	1.Chinese Acad Sci, Key Lab Syst & Control, Inst Syst Sci, AMSS, 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	Hu, XL,Chen, HF. Strong consistence of recursive identification for Wiener systems[J]. AUTOMATICA,2005,41(11):1905-1916.
APA	Hu, XL,&Chen, HF.(2005).Strong consistence of recursive identification for Wiener systems.AUTOMATICA,41(11),1905-1916.
MLA	Hu, XL,et al."Strong consistence of recursive identification for Wiener systems".AUTOMATICA 41.11(2005):1905-1916.