Recursive Identification for MIMO Hammerstein Systems

doi:10.1109/TAC.2010.2101691

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	Recursive Identification for MIMO Hammerstein Systems
	Chen, Xing-Min; Chen, Han-Fu
	2011-04-01
发表期刊	IEEE TRANSACTIONS ON AUTOMATIC CONTROL
ISSN	0018-9286
卷号	56 期号:4 页码:895-902
摘要	This technical note considers the recursive identification for the multi-input and multi-output (MIMO) Hammerstein system with internal noise and observation noise and with linear part being an ARX system. With the help of the generalized Yule-Walker equation and the correlations of system signals, the recursive algorithms are proposed for estimating unknown coefficients of the linear subsystem, while the system nonlinearity is recursively estimated by using the multivariable kernel functions. Strong consistency of the estimates is proved under reasonable conditions, and a simulation example is provided.
关键词	Kernel estimate MIMO Hammerstein system recursive identification stochastic approximation
DOI	10.1109/TAC.2010.2101691
语种	英语
资助项目	NSFC[60821091] ; NSFC[60874001]
WOS研究方向	Automation & Control Systems ; Engineering
WOS类目	Automation & Control Systems ; Engineering, Electrical & Electronic
WOS记录号	WOS:000289203300018
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/12469
专题	系统科学研究所
通讯作者	Chen, Xing-Min
作者单位	Chinese Acad Sci, CAS, Key Lab Syst & Control, Inst Syst Sci,AMSS, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Chen, Xing-Min,Chen, Han-Fu. Recursive Identification for MIMO Hammerstein Systems[J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL,2011,56(4):895-902.
APA	Chen, Xing-Min,&Chen, Han-Fu.(2011).Recursive Identification for MIMO Hammerstein Systems.IEEE TRANSACTIONS ON AUTOMATIC CONTROL,56(4),895-902.
MLA	Chen, Xing-Min,et al."Recursive Identification for MIMO Hammerstein Systems".IEEE TRANSACTIONS ON AUTOMATIC CONTROL 56.4(2011):895-902.