Recursive Identification for MIMO Hammerstein Systems
文献类型：期刊论文
| 作者 | Chen, Xing-Min; Chen, Han-Fu
|
| 刊名 | IEEE TRANSACTIONS ON AUTOMATIC CONTROL
 |
| 出版日期 | 2011-04-01 |
| 卷号 | 56期号:4页码:895-902 |
| 关键词 | Kernel estimate MIMO Hammerstein system recursive identification stochastic approximation |
| ISSN号 | 0018-9286 |
| DOI | 10.1109/TAC.2010.2101691 |
| 英文摘要 | 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. |
| 资助项目 | NSFC[60821091] ; NSFC[60874001] |
| WOS研究方向 | Automation & Control Systems ; Engineering |
| 语种 | 英语 |
| WOS记录号 | WOS:000289203300018 |
| 出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/12468]  |
| 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. |
入库方式： OAI收割
来源：数学与系统科学研究院
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