• DocumentCode
    3006504
  • Title

    Node localization methods with improved accuracy for wireless sensor networks

  • Author

    Kristalina, Prima ; Wirawan, Wirawan ; Hendrantoro, Gamantyo

  • Author_Institution
    Dept. of Electr. Eng., Inst. Teknol. Sepuluh Nopember, Surabaya, Indonesia
  • fYear
    2011
  • fDate
    21-24 Nov. 2011
  • Firstpage
    535
  • Lastpage
    539
  • Abstract
    Localization technique is required to obtain the unknown nodes position in wireless sensor networks. Linear Intersection and Centroid are two selected methods on estimating the unknown position from its corresponding anchors. The execution time of these methods is acceptable. However, the error of unknown nodes position yields worst performance. We exploit likelihood estimator in refinement process of linear intersection method to obtain the sufficient error. Uncertainty impact on centroid method will be minimized by inserting the weighted factor on it. Our proposed method results in 50% reduction of average position error in grid deployment scheme, although larger execution time is needed. This paper provides an efficient method to solve the localization in small-scale deployment.
  • Keywords
    sensor placement; wireless sensor networks; centroid method; grid deployment scheme; likelihood estimator; linear intersection method; node localization methods; node position; refinement process; weighted factor; wireless sensor networks; Accuracy; Ad hoc networks; Maximum likelihood estimation; Simulation; Wireless networks; Wireless sensor networks; Wireless Sensor Networks; linear intersection; node localization; weighted centroid;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    TENCON 2011 - 2011 IEEE Region 10 Conference
  • Conference_Location
    Bali
  • ISSN
    2159-3442
  • Print_ISBN
    978-1-4577-0256-3
  • Type

    conf

  • DOI
    10.1109/TENCON.2011.6129162
  • Filename
    6129162