• DocumentCode
    83500
  • Title

    Consensus and performance optimisation of multi-agent systems with position-only information via impulsive control

  • Author

    Li Ding ; Pian Yu ; Zhi-Wei Liu ; Zhi-Hong Guan

  • Author_Institution
    Sch. of Power & Mech. Eng., Wuhan Univ., Wuhan, China
  • Volume
    7
  • Issue
    1
  • fYear
    2013
  • fDate
    Jan. 3 2013
  • Firstpage
    16
  • Lastpage
    24
  • Abstract
    In this study, the consensus problem of second-order multi-agent systems (MAS) with position-only information is studied. Allowable sampling period for which second-order consensus can be achieved is obtained with two impulsive consensus algorithms. It is shown that if there is at least one eigenvalue of the Laplcian matrix with a non-zero imaginary part, consensus cannot be achieved for sufficiently small or large impulsive periods for both algorithms. Furthermore, the convergence performance of the MAS is optimised. Convergence speed, asymptotical decay factor and per-step decay factor of the error energy are utilised to investigate the convergence performance, and the relationship among impulsive period, topology structure and convergence performance is derived. Finally, numerical examples are given to validate our theoretical results.
  • Keywords
    convergence of numerical methods; decentralised control; eigenvalues and eigenfunctions; matrix algebra; multi-agent systems; network theory (graphs); optimisation; sampling methods; Laplcian matrix; MAS; asymptotical decay factor; convergence speed; eigenvalue; error energy; impulsive consensus algorithms; impulsive control; impulsive periods; per-step decay factor; performance optimisation; position-only information; sampling period; second-order consensus optimisation; second-order multiagent systems; topology structure;
  • fLanguage
    English
  • Journal_Title
    Control Theory & Applications, IET
  • Publisher
    iet
  • ISSN
    1751-8644
  • Type

    jour

  • DOI
    10.1049/iet-cta.2012.0461
  • Filename
    6475374