Status | 已发表Published |
Title | Exponential Synchronization of Neural Networks with Time-Varying Delays via Dynamic Intermittent Output Feedback Control |
Creator | |
Date Issued | 2019 |
Source Publication | IEEE Transactions on Systems, Man, and Cybernetics: Systems
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ISSN | 2168-2216 |
Volume | 49Issue: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. |
Keyword | Dynamic intermittent output feedback control exponential synchronization Lyapunov-Krasovskii functional neural networks time-varying delay |
DOI | 10.1109/TSMC.2017.2753944 |
URL | View source |
Indexed By | SCIE |
Language | 英语English |
WOS Research Area | Automation & Control Systems ; Computer Science |
WOS Subject | Automation & Control Systems ; Computer Science, Cybernetics |
WOS ID | WOS:000458810400013 |
Citation statistics | |
Document Type | Journal article |
Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/3578 |
Collection | Research 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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