• DocumentCode
    37359
  • Title

    Leaderless and leader-following consensus for heterogeneous multi-agent systems with random link failures

  • Author

    Jae Man Kim ; Jin Bae Park ; Yoon Ho Choi

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Yonsei Univ., Seoul, South Korea
  • Volume
    8
  • Issue
    1
  • fYear
    2014
  • fDate
    January 2 2014
  • Firstpage
    51
  • Lastpage
    60
  • Abstract
    This study investigates the heterogeneous consensus problem for multi-agent systems with random link failures between each agent. The discrete-time heterogeneous multi-agent systems are described by first-order and second-order dynamics, and the communication network is assumed to be directed with fixed topology. Since each link between the agents is subject to failure with a certain probability, the control protocol is designed considering the random link failures. The random link failures are presented by a Bernoulli probability sequence, that is, the control protocol for failure occurrence is designed using the one step previous data that is sent by adjacency neighbouring agents. The control protocol for heterogeneous multi-agent systems is designed for first-order dynamics and second-order dynamics using the Lyapunov method. The mean square stability is shown for leaderless and leader-following heterogeneous multi-agent systems in terms of a set of linear matrix inequalities, and some simulation results are provided to verify the effectiveness of the proposed methods.
  • Keywords
    decentralised control; discrete time systems; failure analysis; graph theory; linear matrix inequalities; multi-agent systems; network theory (graphs); probability; random processes; Bernoulli probability sequence; Lyapunov method; adjacency neighbouring agents; communication network; control protocol; discrete-time heterogeneous multiagent systems; failure occurrence; first-order dynamics; fixed topology; heterogeneous consensus problem; leader-following consensus; leaderless consensus; linear matrix inequalities; mean square stability; random link failures; second-order dynamics;
  • fLanguage
    English
  • Journal_Title
    Control Theory & Applications, IET
  • Publisher
    iet
  • ISSN
    1751-8644
  • Type

    jour

  • DOI
    10.1049/iet-cta.2012.0855
  • Filename
    6692829