Recursive identification for Hammerstein system with ARX subsystem

doi:10.1109/TAC.2006.886502

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	Recursive identification for Hammerstein system with ARX subsystem
	Zhao, Wen-Xiao; Chen, Han-Fu
	2006-12-01
发表期刊	IEEE TRANSACTIONS ON AUTOMATIC CONTROL
ISSN	0018-9286
卷号	51 期号:12 页码:1966-1974
摘要	Identification is considered for the Hammerstein system consisting of a static nonlinear block f (.) followed by an ARX subsystem, when the system output is observed with noise. No assumption is made on the structure of f (.). Recursive estimates are given for coefficients of the ARX subsystem and for the value of f(u) at any u. All estimates are proved to converge to the true values with probability one. Numerical examples are provided justifying the theoretical analysis.
关键词	ARX Hammerstein system nonparametric nonlinearity recursive estimate strong consistency stochastic approximation
DOI	10.1109/TAC.2006.886502
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:000243042500011
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/2453
专题	系统科学研究所
通讯作者	Zhao, Wen-Xiao
作者单位	1.Chinese Acad Sci, AMSS, Inst Syst Sci, Key Lab Syst & Control, Beijing 100080, Peoples R China 2.Chinese Acad Sci, Grad Sch, Beijing 100049, Peoples R China
推荐引用方式 GB/T 7714	Zhao, Wen-Xiao,Chen, Han-Fu. Recursive identification for Hammerstein system with ARX subsystem[J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL,2006,51(12):1966-1974.
APA	Zhao, Wen-Xiao,&Chen, Han-Fu.(2006).Recursive identification for Hammerstein system with ARX subsystem.IEEE TRANSACTIONS ON AUTOMATIC CONTROL,51(12),1966-1974.
MLA	Zhao, Wen-Xiao,et al."Recursive identification for Hammerstein system with ARX subsystem".IEEE TRANSACTIONS ON AUTOMATIC CONTROL 51.12(2006):1966-1974.