Strong consistence of recursive identification for Wiener systems
文献类型：期刊论文
| 作者 | Hu, XL; Chen, HF
|
| 刊名 | AUTOMATICA
 |
| 出版日期 | 2005-11-01 |
| 卷号 | 41期号:11页码:1905-1916 |
| 关键词 | Wiener system nonparametric nonlinearity recursive estimate strong consistency stochastic approximation |
| ISSN号 | 0005-1098 |
| DOI | 10.1016/j.automatica.2005.06.006 |
| 英文摘要 | The paper concerns identification of the Wiener system consisting of a linear subsystem followed by a static nonlinearity f (center dot) with no invertibility and structure assumption. Recursive estimates are given for coefficients of the linear subsystem and for the value f (v) at any fixed v. The main contribution of the paper consists in establishing convergence with probability one of the proposed algorithms to the true values. This probably is the first strong consistency result for this kind of Wiener systems. A numerical example is given, which justifies the theoretical analysis. (c) 2005 Elsevier Ltd. All rights reserved. |
| WOS研究方向 | Automation & Control Systems ; Engineering |
| 语种 | 英语 |
| WOS记录号 | WOS:000232674300006 |
| 出版者 | PERGAMON-ELSEVIER SCIENCE LTD |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/2372]  |
| 专题 | 系统科学研究所 |
| 通讯作者 | Chen, HF |
| 作者单位 | 1.Chinese Acad Sci, Key Lab Syst & Control, Inst Syst Sci, AMSS, Beijing 100080, Peoples R China 2.Chinese Acad Sci, Grad Sch, Beijing 100039, Peoples R China |
| 推荐引用方式 GB/T 7714 | Hu, XL,Chen, HF. Strong consistence of recursive identification for Wiener systems[J]. AUTOMATICA,2005,41(11):1905-1916. |
| APA | Hu, XL,&Chen, HF.(2005).Strong consistence of recursive identification for Wiener systems.AUTOMATICA,41(11),1905-1916. |
| MLA | Hu, XL,et al."Strong consistence of recursive identification for Wiener systems".AUTOMATICA 41.11(2005):1905-1916. |
入库方式： OAI收割
来源：数学与系统科学研究院
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