Recursive Identification for Hammerstein Systems with State-space Model

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	Recursive Identification for Hammerstein Systems with State-space Model
	Chen Xi; Fang Haitao
	2010
发表期刊	自动化学报
ISSN	0254-4156
卷号	000 期号:010 页码:1460
摘要	In this paper, the subspace methods for multi-input multi-output （MIMO） Hammerstein systems in state-space form are considered, for the reason that relation of input and output in MIMO case is appropriate to indicate in this form. In open-loop case, a subspace identification method is given for Hammerstein systems, in which the nonlinear static function can be represented as a linear combination of finite basis functions, and the recursive version of this method is also given. We show that, in mild conditions, the method given in this paper is consistent in some sense. A numerical example is given to show the performance of this method.
语种	英语
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/47811
专题	系统科学研究所
作者单位	中国科学院数学与系统科学研究院
推荐引用方式 GB/T 7714	Chen Xi,Fang Haitao. Recursive Identification for Hammerstein Systems with State-space Model[J]. 自动化学报,2010,000(010):1460.
APA	Chen Xi,&Fang Haitao.(2010).Recursive Identification for Hammerstein Systems with State-space Model.自动化学报,000(010),1460.
MLA	Chen Xi,et al."Recursive Identification for Hammerstein Systems with State-space Model".自动化学报 000.010(2010):1460.