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Author:

Chen, Hong-Yu (Chen, Hong-Yu.) | Chen, Jialei (Chen, Jialei.) | Wang, Zi-Peng (Wang, Zi-Peng.) | Qiao, Junfei (Qiao, Junfei.)

Indexed by:

CPCI-S EI Scopus

Abstract:

The present study investigates the intermittent sampled-data synchronization for a class of space-varying reaction-diffusion neural networks. In the proposed synchronization strategy, the intermittent sampled-data controller is activated only during the work time. We introduce a switching Lyapunov functional respectively related to the work and rest intervals, which is segmented, time-dependent, and continuous in time. By using Lyapunov stability theory, synchronization criterion is proposed to ensure the exponential stability of the synchronization error system. Futhermore control gain is determined, and obtained by solving a set of spatial linear matrix inequalities (SLMIs). Finally, a numerical example is presented to verify the feasibility of the control strategy.

Keyword:

Spatial linear matrix inequalities Intermittent sampled-data control Lyapunov functional Space-varying reaction-diffusion neural networks

Author Community:

  • [ 1 ] [Chen, Hong-Yu]Beijing Univ Technol, Sch Informat Sci & Technol, Beijing Inst Artificial Intelligence, Beijing Lab Smart Environm Protect, Beijing 100124, Peoples R China
  • [ 2 ] [Wang, Zi-Peng]Beijing Univ Technol, Sch Informat Sci & Technol, Beijing Inst Artificial Intelligence, Beijing Lab Smart Environm Protect, Beijing 100124, Peoples R China
  • [ 3 ] [Qiao, Junfei]Beijing Univ Technol, Sch Informat Sci & Technol, Beijing Inst Artificial Intelligence, Beijing Lab Smart Environm Protect, Beijing 100124, Peoples R China
  • [ 4 ] [Chen, Jialei]Beijing Univ Technol, Sch Math Stat & Mech, Beijing 100124, Peoples R China

Reprint Author's Address:

  • [Chen, Hong-Yu]Beijing Univ Technol, Sch Informat Sci & Technol, Beijing Inst Artificial Intelligence, Beijing Lab Smart Environm Protect, Beijing 100124, Peoples R China;;

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Source :

39TH YOUTH ACADEMIC ANNUAL CONFERENCE OF CHINESE ASSOCIATION OF AUTOMATION, YAC 2024

ISSN: 2837-8601

Year: 2024

Page: 2307-2312

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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