Recursive identification for Wiener systems using Gaussian inputs

doi:10.1002/asjc.027

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	Recursive identification for Wiener systems using Gaussian inputs
	Hu, Xiao-Li 1; Chen, Han-Fu 2
	2008-05-01
发表期刊	ASIAN JOURNAL OF CONTROL
ISSN	1561-8625
卷号	10 期号:3 页码:341-350
摘要	The recursive algorithms are given for identifying the single-input single-output Wiener system which consists of a moving average type linear subsystem followed by a static nonparametric nonlinearity. The input is defined to be a sequence of mutually independent Gaussian random variables. The estimates for coefficients of the linear subsystem as well as for f(upsilon) at any upsilon are proved to converge to the true values with probability one. A numerical example is given. justifying the theoretical analysis.
关键词	Wiener system nonparametric nonlinearity recursive estimate strong consistency stochastic approximation
DOI	10.1002/asjc.027
语种	英语
资助项目	NSFC[60221301] ; NSFC[60334040] ; NSFC[60474004]
WOS研究方向	Automation & Control Systems
WOS类目	Automation & Control Systems
WOS记录号	WOS:000258629400007
出版者	CHINESE AUTOMATIC CONTROL SOC
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/6299
专题	中国科学院数学与系统科学研究院
通讯作者	Hu, Xiao-Li
作者单位	1.China Jiliang Univ, Dept Math, Coll Sci, Hangzhou 310018, Zhejiang, Peoples R China 2.Chinese Acad Sci, Inst Syst Sci, Acad Math & Syst Sci, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Hu, Xiao-Li,Chen, Han-Fu. Recursive identification for Wiener systems using Gaussian inputs[J]. ASIAN JOURNAL OF CONTROL,2008,10(3):341-350.
APA	Hu, Xiao-Li,&Chen, Han-Fu.(2008).Recursive identification for Wiener systems using Gaussian inputs.ASIAN JOURNAL OF CONTROL,10(3),341-350.
MLA	Hu, Xiao-Li,et al."Recursive identification for Wiener systems using Gaussian inputs".ASIAN JOURNAL OF CONTROL 10.3(2008):341-350.