• DocumentCode
    1574923
  • Title

    Adaptive location algorithm based on BPLA for wireless sensor networks

  • Author

    Chen, Xiaohui ; Du, Lin ; Fu, Yuanyuan

  • Author_Institution
    College of Computer and Information Technology, China Three Gorges University, Yichang, 443002, China
  • fYear
    2012
  • Firstpage
    247
  • Lastpage
    250
  • Abstract
    In order to effectively solve the location problem in wireless sensor networks (WSN), a back propagation learning algorithm (BPLA) is presented by exploiting a negative gradient descent method that makes the objective function recognized the parameters in the steepest descent. By this proposed algorithm, the location accuracy of nodes is greatly improved; simulation results show that the BPLA is feasible and effective.
  • Keywords
    BPLA (back-propagation learning algorithm); Location; WSN;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    World Automation Congress (WAC), 2012
  • Conference_Location
    Puerto Vallarta, Mexico
  • ISSN
    2154-4824
  • Print_ISBN
    978-1-4673-4497-5
  • Type

    conf

  • Filename
    6321087
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1574923