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Author:

Zhao, Feng-Liang (Zhao, Feng-Liang.) | Wang, Zi-Peng (Wang, Zi-Peng.) | Li, Yue-Yang (Li, Yue-Yang.)

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EI

Abstract:

Under spatially point measurements (SPMs), this paper introduces a fault-tolerant event-triggered sampled-data (FETSD) control for the output synchronization of reaction-diffusion neural networks (RDNNs). Considering the possible actuator failure and to reduce the communication burden, a FETSD control method presented by linear matrix inequalities (LMIs) conditions is designed according to an appropriate Lyapunov functional (LF) and inequality techniques, which can guarantee the exponential stability of the synchronization error system. Lastly, one numerical example is presented to illustrate the effectiveness of the designed strategy. © 2024 IEEE.

Keyword:

Neural networks Sampled data control systems Digital control systems Lyapunov methods Linear matrix inequalities

Author Community:

  • [ 1 ] [Zhao, Feng-Liang]School of Intelligent Systems Engineering, Shenzhen Campus of Sun Yat-Sen University, Shenzhen; 518000, China
  • [ 2 ] [Wang, Zi-Peng]Faculty of Information Technology, Beijing University of Technology, Beijing, China
  • [ 3 ] [Li, Yue-Yang]School of Electrical Engineering, University of Jinan, Jinan; 250022, China

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ISSN: 1935-4576

Year: 2024

Language: English

Cited Count:

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ESI Highly Cited Papers on the List: 0 Unfold All

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Chinese Cited Count:

30 Days PV: 10

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