• DocumentCode
    2464279
  • Title

    Constraint-based sensor network nodes particle swarm search localization algorithm

  • Author

    Shu-wang, Zhou ; Ying-long, Wang ; Qiang, Guo ; Nuo, Wei

  • Author_Institution
    Shandong Computer Science Center Jinan 250014, China
  • fYear
    2010
  • fDate
    14-16 April 2010
  • Firstpage
    448
  • Lastpage
    451
  • Abstract
    A constraint-based sensor network nodes particle swarm search localization algorithm (CPL) is presented. First of all, a constraint domain of an unknown node must be determined; Then the positions which meet specific criteria is searched out by particle swarm optimization algorithm and the searching results within the constraint domain are recorded; Finally, the unknown node´s localization can be obtained by calculating the average recording results. As is shown in the experiment results, CPL has strong robustness, and comparing with normal schemes such as least square method (LS), CPL´s positioning accuracy can improve 50% when the ranging error is 35%.
  • Keywords
    Collaborative work; Computational modeling; Computer networks; Least squares methods; Monitoring; Particle swarm optimization; Robustness; Signal processing; Spread spectrum communication; Wireless sensor networks; constraint domain; node localization; particle swarm optimization (PSO); wireless sensor networks (WSNs);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Supported Cooperative Work in Design (CSCWD), 2010 14th International Conference on
  • Conference_Location
    Shanghai, China
  • Print_ISBN
    978-1-4244-6763-1
  • Type

    conf

  • DOI
    10.1109/CSCWD.2010.5471932
  • Filename
    5471932