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Author:

Zhao, Feng-Liang (Zhao, Feng-Liang.) | Wang, Zi-Peng (Wang, Zi-Peng.) | Qiao, Junfei (Qiao, Junfei.) | Wu, Huai-Ning (Wu, Huai-Ning.) | Huang, Tingwen (Huang, Tingwen.)

Indexed by:

EI Scopus SCIE

Abstract:

In this paper, the synchronization problem of coupled reaction-diffusion neural networks (CRDNNs) is considered by using pinning event -triggered sampled -data (PETSD) control method under spatially point measurements. To save the limited transmission channel, a PETSD control mechanism by controlling a small fraction of the nodes is proposed to decrease the update frequency of controller and the unnecessary SD. Then, based on the Lyapunov-Krasovskii functional (LKF) and inequality techniques, sufficient conditions for exponential stability of the synchronization error system presented by linear matrix inequalities (LMIs) can be derived through the designed PETSD controller. Finally, simulation results of one numerical example are presented to demonstrate the effectiveness of the proposed design approach.

Keyword:

Synchronization (CRDNNs) Spatially point measurements control Coupled reaction-diffusion neural networks Pinning event-triggered sampled-data (PETSD)

Author Community:

  • [ 1 ] [Zhao, Feng-Liang]Sun Yat Sen Univ, Sch Intelligent Syst Engn, Shenzhen Campus, Shenzhen 518000, Peoples R China
  • [ 2 ] [Wang, Zi-Peng]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 3 ] [Qiao, Junfei]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 4 ] [Wu, Huai-Ning]Beihang Univ, Sch Automat Sci & Elect Engn, Sci & Technol Aircraft Control Lab, Beijing, Peoples R China
  • [ 5 ] [Huang, Tingwen]Texas A&M Univ, Sci Program, College Stn, TX USA

Reprint Author's Address:

  • [Zhao, Feng-Liang]Sun Yat Sen Univ, Sch Intelligent Syst Engn, Shenzhen Campus, Shenzhen 518000, Peoples R China;;

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Source :

NEUROCOMPUTING

ISSN: 0925-2312

Year: 2024

Volume: 599

6 . 0 0 0

JCR@2022

Cited Count:

WoS CC Cited Count: 1

SCOPUS Cited Count: 3

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 4

Affiliated Colleges:

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