Pathwise convergence of recursive identification algorithms for Hammerstein systems
文献类型：期刊论文
| 作者 | Chen, HF
|
| 刊名 | IEEE TRANSACTIONS ON AUTOMATIC CONTROL
 |
| 出版日期 | 2004-10-01 |
| 卷号 | 49期号:10页码:1641-1649 |
| 关键词 | Hammerstein system nonparametric nonlinearity recursive estimate stochastic approximation strong consistency |
| ISSN号 | 0018-9286 |
| DOI | 10.1109/tac.2004.835358 |
| 英文摘要 | This paper gives estimates for: 1) coefficients contained in the linear part of the Hammerstein system; 2) the value of the nonlinear function f(u) in the Hammerstein system at any u; 3) Ef (u(k)) and Eu(k)f(U-k) with u(k) denoting the system input. No assumption is made on structure of f (.). The estimates given by the stochastic approximation algorithms with expanding truncations are recursive and convergent to the true values with probability one. Two numerical examples are given. |
| 语种 | 英语 |
| WOS记录号 | WOS:000224350000003 |
| 出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/19256]  |
| 专题 | 系统科学研究所 |
| 通讯作者 | Chen, HF |
| 作者单位 | Chinese Acad Sci, Inst Syst Sci, Acad Math & Syst Sci, Beijing 100080, Peoples R China |
| 推荐引用方式 GB/T 7714 | Chen, HF. Pathwise convergence of recursive identification algorithms for Hammerstein systems[J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL,2004,49(10):1641-1649. |
| APA | Chen, HF.(2004).Pathwise convergence of recursive identification algorithms for Hammerstein systems.IEEE TRANSACTIONS ON AUTOMATIC CONTROL,49(10),1641-1649. |
| MLA | Chen, HF."Pathwise convergence of recursive identification algorithms for Hammerstein systems".IEEE TRANSACTIONS ON AUTOMATIC CONTROL 49.10(2004):1641-1649. |
入库方式： OAI收割
来源：数学与系统科学研究院
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