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
	2009-12-01
发表期刊	AUTOMATICA
ISSN	0005-1098
卷号	45 期号:12 页码:2773-2783
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.
关键词	Hammerstein system Weighted least squares Adaptive tracking Recursive identification Optimality Strong consistency
DOI	10.1016/j.automatica.2009.09.009
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:000273087500005
出版者	PERGAMON-ELSEVIER SCIENCE LTD
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/8389
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.