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Status已发表Published
TitleRobust adaptive controller design for nonlinear time-delay systems via T-S fuzzy approach
Creator
Date Issued2009
Source PublicationIEEE Transactions on Fuzzy Systems
ISSN1063-6706
Volume17Issue: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.

KeywordAdaptive control Exponentially stable Takagi-Sugeno (T-S) fuzzy approach Time-delay systems
DOI10.1109/TFUZZ.2008.924351
URLView source
Indexed BySCIE
Language英语English
WOS Research AreaComputer ScienceEngineering
WOS SubjectComputer Science, Artificial IntelligenceEngineering, Electrical & Electronic
WOS IDWOS:000268527100013
Citation statistics
Cited Times:47[WOS]   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/3801
CollectionResearch 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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