Strong consistency of recursive identification for Hammerstein systems with discontinuous piecewise-linear memoryless block

doi:10.1109/TAC.2005.856658

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	Strong consistency of recursive identification for Hammerstein systems with discontinuous piecewise-linear memoryless block
	Chen, HF
	2005-10-01
发表期刊	IEEE TRANSACTIONS ON AUTOMATIC CONTROL
ISSN	0018-9286
卷号	50 期号:10 页码:1612-1617
摘要	This note deals with identification of Hammerstein systems with discontinuous piecewise-linear memoryless block followed by a linear subsystem. Recursive algorithms are proposed for estimating coefficients of the linear subsystem and six unknown parameters contained in the nonlinear static block. By taking a sequence of iid random variables with uniform distribution to serve as the system input, strong consistency is proved for all estimates given in the note. The theoretical results are verified by computer simulation.
关键词	Hammerstein system least squares parametric approach recursive estimation strong consistency
DOI	10.1109/TAC.2005.856658
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:000232639400014
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/1024
专题	系统科学研究所
通讯作者	Chen, HF
作者单位	Chinese Acad Sci, AMSS, Inst Syst Sci, Key Lab Syst & Control, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Chen, HF. Strong consistency of recursive identification for Hammerstein systems with discontinuous piecewise-linear memoryless block[J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL,2005,50(10):1612-1617.
APA	Chen, HF.(2005).Strong consistency of recursive identification for Hammerstein systems with discontinuous piecewise-linear memoryless block.IEEE TRANSACTIONS ON AUTOMATIC CONTROL,50(10),1612-1617.
MLA	Chen, HF."Strong consistency of recursive identification for Hammerstein systems with discontinuous piecewise-linear memoryless block".IEEE TRANSACTIONS ON AUTOMATIC CONTROL 50.10(2005):1612-1617.