• DocumentCode
    2563873
  • Title

    A QoS Routing Algorithm Based on Culture-Particle Swarm Optimization in Wireless Mesh Networks

  • Author

    Sun, Xuemei ; Li, Chunqing ; Zhang, Mingwei

  • Author_Institution
    Coll. of Comput., Tianjin Polytech. Univ., Tianjin, China
  • fYear
    2010
  • fDate
    23-25 Sept. 2010
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    QoS routing problem in wireless mesh networks is a nonlinear combination optimization problem, which has been proved to be a NP complete problem. This paper proposes a QoS routing algorithm based on culture-particle swarm optimization algorithms. The algorithm uses the dual-evolution mechanism of culture algorithms and achieves further improvement on global optimum location mutation particle swarm optimization algorithms (MPSO) by introducing the concept of inertia weight. Simulation results show that the algorithm is feasible and effective, and the speed of convergence is faster than MPSO algorithms for QoS routing in wireless mesh networks.
  • Keywords
    computational complexity; particle swarm optimisation; quality of service; telecommunication network routing; wireless mesh networks; NP complete problem; QoS routing algorithm; culture-particle swarm optimization; dual-evolution mechanism; global optimum location mutation particle swarm optimization algorithms; nonlinear combination optimization problem; wireless mesh networks; Algorithm design and analysis; Delay; Heuristic algorithms; Particle swarm optimization; Quality of service; Routing; Wireless mesh networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wireless Communications Networking and Mobile Computing (WiCOM), 2010 6th International Conference on
  • Conference_Location
    Chengdu
  • Print_ISBN
    978-1-4244-3708-5
  • Electronic_ISBN
    978-1-4244-3709-2
  • Type

    conf

  • DOI
    10.1109/WICOM.2010.5601177
  • Filename
    5601177