• DocumentCode
    684252
  • Title

    The optimization of aperiodic message transmission on MVB based on Particle Swarm Optimization

  • Author

    Jiakai Chen ; Yan He ; Wei Wei

  • Author_Institution
    Coll. of Electr. Eng., Zhejiang Univ., Hangzhou, China
  • fYear
    2013
  • fDate
    19-21 Oct. 2013
  • Firstpage
    7
  • Lastpage
    11
  • Abstract
    There are two different types of messages transmitted on Multiple Vehicle Bus (MVB): periodic messages and aperiodic messages, and the aperiodic messages are sporadically transmitted based on event polling. It´s very meaningful to improve the response time of aperiodic messages for train operation safety. The paper considers the optimization of aperiodic message transmission mainly from two aspects: reasonably assigning the device addresses and allocating multiple priority levels instead of two. An optimization model is proposed and a Particle Swarm Optimization (PSO) algorithm is applied to get the solution. The result shows that compared with method recommended in IEC-61375, the proposed method could reduce the collisions considerably.
  • Keywords
    particle swarm optimisation; railway communication; IEC 61375; MVB; PSO; aperiodic message transmission; event polling; multiple vehicle bus; optimization model; particle swarm optimization; train operation safety; Optimization; Sociology; Statistics; Terminology; Event Arbitration; Multiple Vehicle Bus; Particle Swarm Optimization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Computational Intelligence (ICACI), 2013 Sixth International Conference on
  • Conference_Location
    Hangzhou
  • Print_ISBN
    978-1-4673-6341-9
  • Type

    conf

  • DOI
    10.1109/ICACI.2013.6748465
  • Filename
    6748465