• DocumentCode
    3765952
  • Title

    AN improved DV-Hop location algorithm based on composite Particle Swarm Optimization

  • Author

    Chuan Cheng; Zhiqiang Gao; Lixia Liu; Qiwu Wu

  • Author_Institution
    Department of Information Engineering, Engineering University of CAPF, Xi ´an, 710086, China
  • fYear
    2015
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In order to improve the accuracy of node location in wireless sensor networks (WSNs), an intelligent location algorithm based on composite Particle Swarm Optimization (PSO) is proposed for DV-Hop. The problem of uncertain location is transformed into a multi-dimension optimization problem after the process of maximum likelihood method. Moreover, satisfactory accuracy of location is obtained with the advantage of composite PSO in NP problems. The experiment results show that, our proposed algorithm is excellent in decreasing location error, improving accuracy and robustness, compared with traditional methods.
  • Publisher
    iet
  • Conference_Titel
    Cyberspace Technology (CCT 2015), Third International Conference on
  • Print_ISBN
    978-1-78561-089-9
  • Type

    conf

  • DOI
    10.1049/cp.2015.0868
  • Filename
    7446960