• DocumentCode
    3579332
  • Title

    Differential evolution approach for localization in wireless sensor networks

  • Author

    Harikrishnan, R ; Kumar, V Jawahar Senthil ; Ponmalar, P Sridevi

  • Author_Institution
    Sathyabama University
  • fYear
    2014
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In several traditional algorithms for optimization, the complexity of algorithm increases with expansion of system infrastructure. Resource constraint, cost and energy availability of wireless sensor network (WSN) demand a better node localization algorithm that doesn´t require extra hardware as well as has better accuracy with good convergence. Sensor node localization is the ability of an individual node to determine the location information. The location information is the fundamental requirement for several WSN monitoring applications. Moreover the location information supports network management as well as enhances the performance of the network. This paper introduces differential evolution computation, gives an overview about minimization equation of wireless sensor networks localization error problem and then discusses an approach of differential evolution for minimization of localization error in wireless sensor networks.
  • Keywords
    Algorithm design and analysis; Convergence; Estimation; Optimization; Sociology; Statistics; Wireless sensor networks; Cross over; Differential evolution; Mutation; Selection; Sensor node localization; WSN; landmarks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence and Computing Research (ICCIC), 2014 IEEE International Conference on
  • Print_ISBN
    978-1-4799-3974-9
  • Type

    conf

  • DOI
    10.1109/ICCIC.2014.7238536
  • Filename
    7238536