Status | 已发表Published |
Title | Robust adaptive controller design for nonlinear time-delay systems via T-S fuzzy approach |
Creator | |
Date Issued | 2009 |
Source Publication | IEEE Transactions on Fuzzy Systems
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ISSN | 1063-6706 |
Volume | 17Issue:4Pages:901-910 |
Abstract | The robust control problem is investigated for a class of uncertain nonlinear time-delay systems. Via the Takagi-Sugeno (T-S) fuzzification, we obtain the T-S fuzzy systems with each local model in the form of time-delay systems with uncertain nonlinear functions. The mismatched nonlinear functions satisfy the Lipschitz condition, while the matched parts are bounded by nonlinear functions with unknown coefficients. Based on the input matrix, the system is decomposed into two cascade subsystems. The virtual controller is designed for the first subsystem, and then, a memoryless adaptive controller is presented. By employing a new Lyapunov Krasovskii functional, we show that the resulting closed-loop system is exponentially stable and the solutions are uniformly ultimately bounded. Finally, simulation examples are given to show the effectiveness of our main results. © 2009 IEEE. |
Keyword | Adaptive control Exponentially stable Takagi-Sugeno (T-S) fuzzy approach Time-delay systems |
DOI | 10.1109/TFUZZ.2008.924351 |
URL | View source |
Indexed By | SCIE |
Language | 英语English |
WOS Research Area | Computer ScienceEngineering |
WOS Subject | Computer Science, Artificial IntelligenceEngineering, Electrical & Electronic |
WOS ID | WOS:000268527100013 |
Citation statistics | |
Document Type | Journal article |
Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/3801 |
Collection | Research outside affiliated institution |
Affiliation | 1.Institute of Electrical Engineering, Yanshan University, Qinhuangdao 066004, China 2.Department of Automation, Shanghai Jiao Tong University, Shanghai 200240, China 3.Department of Electrical and Computer Engineering, National University of Singapore, Singapore 119260, Singapore |
Recommended Citation GB/T 7714 | Hua, Changchun,Wang, Qingguo,Guan, Xinping. Robust adaptive controller design for nonlinear time-delay systems via T-S fuzzy approach[J]. IEEE Transactions on Fuzzy Systems, 2009, 17(4): 901-910. |
APA | Hua, Changchun, Wang, Qingguo, & Guan, Xinping. (2009). Robust adaptive controller design for nonlinear time-delay systems via T-S fuzzy approach. IEEE Transactions on Fuzzy Systems, 17(4), 901-910. |
MLA | Hua, Changchun,et al."Robust adaptive controller design for nonlinear time-delay systems via T-S fuzzy approach". IEEE Transactions on Fuzzy Systems 17.4(2009): 901-910. |
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