• DocumentCode
    552542
  • Title

    Traffic in cooperative consensus behavior of swarm robots

  • Author

    Li, Cheng-feng ; Liu, Zong-chun ; Tian, Yan-tao

  • Author_Institution
    Sch. of Commun. Eng., Jilin Univ., Changchun, China
  • Volume
    3
  • fYear
    2011
  • fDate
    10-13 July 2011
  • Firstpage
    1368
  • Lastpage
    1375
  • Abstract
    The problem of traffic redundancy in the cooperative and consistent behavior of swarm robots system is studied in this paper. Based on the existing flocking model and distributed controller with local interaction, the optimum communication frequency of swarm system is obtained by using particle swarm optimization. To further reduce the traffic among individuals two different methods to design evaluation value of the swarm´s state are adopted, and then the communication frequencies are different with varying evaluation value. Simulation results show that the reduction of redundant communications system does not affect the cooperative consensus of swarm and the proposed communication strategies are effective.
  • Keywords
    cooperative communication; cooperative systems; distributed control; multi-robot systems; particle swarm optimisation; telecommunication congestion control; consistent behavior; cooperative consensus behavior; distributed controller; flocking model; local interaction; optimum communication frequency; particle swarm optimization; redundant communication system; swarm robot system; traffic redundancy; varying evaluation value; Cybernetics; Frequency control; Machine learning; Particle swarm optimization; Periodic structures; Potential energy; Robots; Swarm robots; communication traffic; cooperative consistent; particle swarm optimization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics (ICMLC), 2011 International Conference on
  • Conference_Location
    Guilin
  • ISSN
    2160-133X
  • Print_ISBN
    978-1-4577-0305-8
  • Type

    conf

  • DOI
    10.1109/ICMLC.2011.6016857
  • Filename
    6016857