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题名Robust adaptive controller design for nonlinear time-delay systems via T-S fuzzy approach
作者
发表日期2009
发表期刊IEEE Transactions on Fuzzy Systems
ISSN/eISSN1063-6706
卷号17期号:4页码:901-910
摘要

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.

关键词Adaptive control Exponentially stable Takagi-Sugeno (T-S) fuzzy approach Time-delay systems
DOI10.1109/TFUZZ.2008.924351
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收录类别SCIE
语种英语English
WOS研究方向Computer ScienceEngineering
WOS类目Computer Science, Artificial IntelligenceEngineering, Electrical & Electronic
WOS记录号WOS:000268527100013
引用统计
被引频次:47[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符https://repository.uic.edu.cn/handle/39GCC9TT/3801
专题个人在本单位外知识产出
作者单位
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
推荐引用方式
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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