• DocumentCode
    2860412
  • Title

    Distributed wireless localization method using self-organizing maps

  • Author

    Ying, Tian ; Yang, Ou

  • Author_Institution
    Coll. of Inf. Sci. & Eng., Bohai Univ., Jinzhou, China
  • Volume
    12
  • fYear
    2010
  • fDate
    22-24 Oct. 2010
  • Abstract
    Self organizing map which is applied in localization algorithm of wireless sensor network can achieve high localization precise of sensor nodes. In this paper, a distributed location method DSOM using SOM is proposed. DSOM begins with selecting a random sensor to build local map and merging the local map into global one. Simulation results show that DSOM outperforms than the Central-SOM location algorithm on aspect of robustness and reliability.
  • Keywords
    self-organising feature maps; sensor placement; telecommunication network reliability; wireless sensor networks; DSOM; distributed location method; local map; localization algorithm; random sensor; self-organizing maps; sensor nodes; wireless sensor network; Self organizing map; distributed localization algorithm; neural network; wireless sensor networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Application and System Modeling (ICCASM), 2010 International Conference on
  • Conference_Location
    Taiyuan
  • Print_ISBN
    978-1-4244-7235-2
  • Electronic_ISBN
    978-1-4244-7237-6
  • Type

    conf

  • DOI
    10.1109/ICCASM.2010.5622389
  • Filename
    5622389
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2860412