• DocumentCode
    2487962
  • Title

    The decision fusion in the wireless network with fading channels

  • Author

    Xia, Yifan ; Zhu, Yunmin ; Ren, Qingan

  • Author_Institution
    Math. Coll., Sichuan Univ., Chengdu
  • fYear
    2008
  • fDate
    25-27 June 2008
  • Firstpage
    4075
  • Lastpage
    4079
  • Abstract
    In wireless sensor networks, the problem of channel fading is attracting more and more attention. In this paper, we consider to get optimal local sensor compression rules that minimize the Bayes cost under the fading channels if the fusion rule and the probabilities of transmission error of fading channels are given. It doesnpsilat require conditional independence between sensor data, so it is quite general and fit for the most distributed sensor network decision fusions under fading channels. The designed numerical examples in this paper illustrate the decision performance by ROC curves.
  • Keywords
    Bayes methods; decision theory; error statistics; fading channels; sensor fusion; wireless sensor networks; Bayes cost minimization; distributed sensor network decision fusion; fading channel; optimal local sensor compression rule; transmission error probability; wireless sensor network; Automation; Educational institutions; Error probability; Fading; Intelligent control; Sensor fusion; Sensor phenomena and characterization; Testing; Wireless networks; Wireless sensor networks; Decision fusion; Fading channels; Optimal sensor rule; Probabilities of error;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
  • Conference_Location
    Chongqing
  • Print_ISBN
    978-1-4244-2113-8
  • Electronic_ISBN
    978-1-4244-2114-5
  • Type

    conf

  • DOI
    10.1109/WCICA.2008.4593576
  • Filename
    4593576