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Status已发表Published
TitleExponential Synchronization of Neural Networks with Time-Varying Delays via Dynamic Intermittent Output Feedback Control
Creator
Date Issued2019
Source PublicationIEEE Transactions on Systems, Man, and Cybernetics: Systems
ISSN2168-2216
Volume49Issue:3Pages:612-622
Abstract

This paper addresses the exponential synchronization problem for neural networks with time-varying delays. First, a novel controller is presented by combining intermittent control with dynamic output feedback control. Next, a sufficient criterion is established based on the Lyapunov-Krasovskii functional approach and the lower bound lemma for reciprocally convex technique to ensure exponential stability of the resultant closed-loop system. Then, some solvable conditions of the proposed control problem are derived in terms of linear matrix inequalities. Notably, our results here extend the existing ones to the relaxed case because the derivative of time-varying delays is now an arbitrary bounded real number. Finally, a numerical simulation is provided to demonstrate the effectiveness of the proposed method. © 2013 IEEE.

KeywordDynamic intermittent output feedback control exponential synchronization Lyapunov-Krasovskii functional neural networks time-varying delay
DOI10.1109/TSMC.2017.2753944
URLView source
Indexed BySCIE
Language英语English
WOS Research AreaAutomation & Control Systems ; Computer Science
WOS SubjectAutomation & Control Systems ; Computer Science, Cybernetics
WOS IDWOS:000458810400013
Citation statistics
Cited Times:103[WOS]   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/3578
CollectionResearch outside affiliated institution
Affiliation
1.School of Information Science and Engineering, Central South University, Changsha, 410083, China
2.School of Automation, China University of Geosciences, Wuhan, 430074, China
3.Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, 430074, China
4.Institute for Intelligent Systems, University of Johannesburg, Johannesburg, 2092, South Africa
Recommended Citation
GB/T 7714
Zhang, Zhiming,He, Yong,Wu, Minet al. Exponential Synchronization of Neural Networks with Time-Varying Delays via Dynamic Intermittent Output Feedback Control[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2019, 49(3): 612-622.
APA Zhang, Zhiming, He, Yong, Wu, Min, & Wang, Qingguo. (2019). Exponential Synchronization of Neural Networks with Time-Varying Delays via Dynamic Intermittent Output Feedback Control. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 49(3), 612-622.
MLA Zhang, Zhiming,et al."Exponential Synchronization of Neural Networks with Time-Varying Delays via Dynamic Intermittent Output Feedback Control". IEEE Transactions on Systems, Man, and Cybernetics: Systems 49.3(2019): 612-622.
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