Adaptive tracking and recursive identification for Hammerstein systems

doi:10.1016/j.automatica.2009.09.009

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	Adaptive tracking and recursive identification for Hammerstein systems
	Zhao, Wen-Xiao 2; Chen, Han-Fu1
刊名	AUTOMATICA
	2009-12-01
卷号	45 期号:12 页码:2773-2783
关键词	Hammerstein system Weighted least squares Adaptive tracking Recursive identification Optimality Strong consistency
ISSN号	0005-1098
DOI	10.1016/j.automatica.2009.09.009
英文摘要	A weighted least squares (WL-S) based adaptive tracker is designed for a cl ass of Hammerstein systems. It is p roved that the tracking error is asymptotically minimized. Incorporating with the diminishing excitation technique, the minimality of the tracking error and strong consistency of the estimates for parameters of the system are simultaneously achieved. Numerical examples are given and the simulation results are consistent with the theoretical analysis. (C) 2009 Elsevier Ltd. All rights reserved.
WOS研究方向	Automation & Control Systems ; Engineering
语种	英语
出版者	PERGAMON-ELSEVIER SCIENCE LTD
WOS记录号	WOS:000273087500005
内容类型	期刊论文
源URL	[http://ir.amss.ac.cn/handle/2S8OKBNM/8388]
专题	系统科学研究所
通讯作者	Chen, Han-Fu
作者单位	1.Chinese Acad Sci, Key Lab Syst & Control, Inst Syst Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China 2.Tsinghua Univ, Dept Automat, Beijing 100084, Peoples R China
推荐引用方式 GB/T 7714	Zhao, Wen-Xiao,Chen, Han-Fu. Adaptive tracking and recursive identification for Hammerstein systems[J]. AUTOMATICA,2009,45(12):2773-2783.
APA	Zhao, Wen-Xiao,&Chen, Han-Fu.(2009).Adaptive tracking and recursive identification for Hammerstein systems.AUTOMATICA,45(12),2773-2783.
MLA	Zhao, Wen-Xiao,et al."Adaptive tracking and recursive identification for Hammerstein systems".AUTOMATICA 45.12(2009):2773-2783.