| Adaptive Control of Stochastic Bilinear Systems | |
| Liu, Chun-Li1; Chen, Huixin2; Wang, Xin-Wei3; Wen, Zhao-Yun4; Ruan, Rong-Yao4 | |
| 2010 | |
| 关键词 | Stochastic bilinear systems Adaptive tracking Global stability Strong consistency |
| 页码 | 143-+ |
| 英文摘要 | In this paper, the adaptive control problem is studied for discrete-time stochastic bilinear systems with correlated noises and unknown parameters. A new adaptive control scheme, which is the ELS-based adaptive tracker of the studied systems, is proposed according to the modified certainty equivalence principle. By using the algorithm, the given bounded reference signal can be tracked by the resulting closed-loop system's output, the global stability of the designed adaptive tracking system is proved. And, the estimates of the unknown parameters are obtained with the strong consistency. The good tracking effect and parameter estimating performance of the proposed algorithm are presented in the two simulation examples.. (Abstract) |
| 会议录出版者 | IEEE |
| 会议录出版地 | 345 E 47TH ST, NEW YORK, NY 10017 USA |
| 语种 | 英语 |
| WOS研究方向 | Engineering |
| WOS记录号 | WOS:000293666000034 |
| 内容类型 | 会议论文 |
| 源URL | [http://10.2.47.112/handle/2XS4QKH4/3117]  |
| 专题 | 上海财经大学 |
| 作者单位 | 1.Shanghai Univ Finance & Econ, Shanghai 200433, Peoples R China; 2.Kingston Univ, CISM, London, England; 3.East China Normal Univ, Dept Comp, Shanghai 200062, Peoples R China; 4.East China Normal Univ, Dept Math, Shanghai 200062, Peoples R China |
| 推荐引用方式 GB/T 7714 | Liu, Chun-Li,Chen, Huixin,Wang, Xin-Wei,et al. Adaptive Control of Stochastic Bilinear Systems[C]. 见:. |
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