Curtin University Homepage
  • Library
  • Help
    • Admin

    espace - Curtin’s institutional repository

    JavaScript is disabled for your browser. Some features of this site may not work without it.
    View Item 
    • espace Home
    • espace
    • Curtin Research Publications
    • View Item
    • espace Home
    • espace
    • Curtin Research Publications
    • View Item

    Free-matrix-based time-dependent discontinuous Lyapunov functional for synchronization of delayed neural networks with sampled-data control

    Access Status
    Fulltext not available
    Authors
    Wang, W.
    Zeng, H.
    Teo, Kok Lay
    Date
    2017
    Type
    Journal Article
    
    Metadata
    Show full item record
    Citation
    Wang, W. and Zeng, H. and Teo, K.L. 2017. Free-matrix-based time-dependent discontinuous Lyapunov functional for synchronization of delayed neural networks with sampled-data control. Chinese Physics B. 26 (11): Article ID 110503.
    Source Title
    Chinese Physics B
    DOI
    10.1088/1674-1056/26/11/110503
    ISSN
    1674-1056
    School
    Department of Mathematics and Statistics
    URI
    http://hdl.handle.net/20.500.11937/60636
    Collection
    • Curtin Research Publications
    Abstract

    This paper is concerned with the synchronization of delayed neural networks via sampled-data control. A new technique, namely, the free-matrix-based time-dependent discontinuous Lyapunov functional approach, is adopted in constructing the Lyapunov functional, which takes advantage of the sampling characteristic of sawtooth input delay. Based on this discontinuous Lyapunov functional, some less conservative synchronization criteria are established to ensure that the slave system is synchronous with the master system. The desired sampled-data controller can be obtained through the use of the linear matrix inequality (LMI) technique. Finally, two numerical examples are provided to demonstrate the effectiveness and the improvements of the proposed methods.

    Related items

    Showing items related by title, author, creator and subject.

    • A new Lyapunov functional approach to sampled-data synchronization control for delayed neural networks
      Xiao, S.; Lian, H.; Teo, Kok Lay; Zeng, H.; Zhang, X. (2018)
      This paper discusses the problem of synchronization for delayed neural networks using sampled-data control. We introduce a new Lyapunov functional, called complete sampling-interval-dependent discontinuous Lyapunov ...
    • Sampled-data synchronization control for chaotic neural networks subject to actuator saturation
      Zeng, Hong-Bing; Teo, Kok Lay; He, Y.; Xu, Honglei; Wang, Wei (2017)
      In this paper, the sampled-data control is applied to synchronize chaotic neural networks subject to actuator saturation. By employing a time-dependent Lyapunov functional that captures the characteristic information of ...
    • Global synchronization of dynamical networks with coupling time delays
      Liu, B.; Teo, Kok; Liu, X. (2007)
      In this Letter, we aim to study global synchronization for dynamical network with multicoupling time delays. By utilizing the Lyapunov–Krasovskii functional method and linear matrix inequalities (LMIs), we derive some ...
    Advanced search

    Browse

    Communities & CollectionsIssue DateAuthorTitleSubjectDocument TypeThis CollectionIssue DateAuthorTitleSubjectDocument Type

    My Account

    Admin

    Statistics

    Most Popular ItemsStatistics by CountryMost Popular Authors

    Follow Curtin

    • 
    • 
    • 
    • 
    • 

    CRICOS Provider Code: 00301JABN: 99 143 842 569TEQSA: PRV12158

    Copyright | Disclaimer | Privacy statement | Accessibility

    Curtin would like to pay respect to the Aboriginal and Torres Strait Islander members of our community by acknowledging the traditional owners of the land on which the Perth campus is located, the Whadjuk people of the Nyungar Nation; and on our Kalgoorlie campus, the Wongutha people of the North-Eastern Goldfields.