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

doi:10.1109/TAC.2005.856658

CORC > 数学与系统科学研究院 > 中国科学院数学与系统科学研究院 > 系统科学研究所

	Strong consistency of recursive identification for Hammerstein systems with discontinuous piecewise-linear memoryless block
	Chen, HF
刊名	IEEE TRANSACTIONS ON AUTOMATIC CONTROL
	2005-10-01
卷号	50 期号:10 页码:1612-1617
关键词	Hammerstein system least squares parametric approach recursive estimation strong consistency
ISSN号	0018-9286
DOI	10.1109/TAC.2005.856658
英文摘要	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.
语种	英语
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
WOS记录号	WOS:000232639400014
内容类型	期刊论文
源URL	[http://ir.amss.ac.cn/handle/2S8OKBNM/1023]
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.