• DocumentCode
    9777
  • Title

    Second-Order Global Consensus in Multiagent Networks With Random Directional Link Failure

  • Author

    Huaqing Li ; Xiaofeng Liao ; Tingwen Huang ; Wei Zhu ; Yanbing Liu

  • Author_Institution
    Coll. of Electron. & Inf. Eng., Southwest Univ., Chongqing, China
  • Volume
    26
  • Issue
    3
  • fYear
    2015
  • fDate
    Mar-15
  • Firstpage
    565
  • Lastpage
    575
  • Abstract
    In this paper, we consider the second-order globally nonlinear consensus in a multiagent network with general directed topology and random interconnection failure by characterizing the behavior of stochastic dynamical system with the corresponding time-averaged system. A criterion for the second-order consensus is derived by constructing a Lyapunov function for the time-averaged network. By associating the solution of random switching nonlinear system with the constructed Lyapunov function, a sufficient condition for second-order globally nonlinear consensus in a multiagent network with random directed interconnections is also established. It is required that the second-order consensus can be achieved in the time-averaged network and the Lyapunov function decreases along the solution of the random switching nonlinear system at an infinite subsequence of the switching moments. A numerical example is presented to justify the correctness of the theoretical results.
  • Keywords
    Lyapunov methods; multi-agent systems; multi-robot systems; network theory (graphs); nonlinear control systems; stochastic systems; topology; Lyapunov function; directed topology; multiagent networks; random directed interconnection; random directional link failure; random switching nonlinear system; second-order globally nonlinear consensus; stochastic dynamical system; time-averaged network; time-averaged system; Laplace equations; Lyapunov methods; Multi-agent systems; Network topology; Nonlinear dynamical systems; Switches; Topology; Global consensus; multiagent network; nonlinear dynamics; random switching; second-order consensus; second-order consensus.;
  • fLanguage
    English
  • Journal_Title
    Neural Networks and Learning Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    2162-237X
  • Type

    jour

  • DOI
    10.1109/TNNLS.2014.2320274
  • Filename
    6817568