• DocumentCode
    2269521
  • Title

    Adaptive weighted data fusion based on evidence theory

  • Author

    Xiong Yanming ; Mao Ling ; Yang Zhanping ; Li Shiling

  • Author_Institution
    Inst. of Electron. Eng., China Acad. of Eng. Phys., Mianyang, China
  • fYear
    2010
  • fDate
    28-30 July 2010
  • Firstpage
    405
  • Lastpage
    408
  • Abstract
    An adaptive weighted data fusion method in multi-sensor system is described. No prior distribution information or historical data is needed, evidence theory and fault-tolerant model are applied to judge the data´s quality(precision), and which is used to determine the weight of each sensor. From the result of numerical examples a conclusion can be drawn that the proposed method performs well on estimate precision and robustness.
  • Keywords
    fault tolerant computing; numerical analysis; sensor fusion; adaptive weighted data fusion; evidence theory; multisensor system; Robustness;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications, Circuits and Systems (ICCCAS), 2010 International Conference on
  • Conference_Location
    Chengdu
  • Print_ISBN
    978-1-4244-8224-5
  • Type

    conf

  • DOI
    10.1109/ICCCAS.2010.5581970
  • Filename
    5581970
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2269521