• DocumentCode
    643773
  • Title

    A unified MGF based approach to the analysis of area under the ROC curve of energy detection over generalized fading channels

  • Author

    Qinghua Shi

  • Author_Institution
    Dept. of Electron. Eng., Univ. of Electro-Commun., Chofu, Japan
  • fYear
    2013
  • fDate
    5-8 Aug. 2013
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    The performance of energy detection, in terms of the area under receiver operating characteristic (AUC), is investigated. By using its contour integral representation, the generalized Marcum Q-function is reformulated as an analytically attractive exponential integral, which in turn allows for a unified moment generating function (MGF) based approach to the AUC analysis of energy detection in an arbitrarily fading channel. The proposed MGF approach is then modified to include square-law combining (SLC) diversity and is further extended to address partial AUC with SLC.
  • Keywords
    diversity reception; fading channels; integral equations; radio receivers; AUC; Marcum Q-function; ROC curve; SLC diversity; area under receiver; contour integral representation; energy detection; generalized fading channels; receiver operating characteristic; square-law combining diversity; unified MGF based approach; unified moment generating function; Covariance matrices; Diversity reception; Fading; Performance analysis; Signal to noise ratio; Wireless communication; Wireless sensor networks; Generalized Marcum Q-function; energy detection; moment generating function;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, Communication and Computing (ICSPCC), 2013 IEEE International Conference on
  • Conference_Location
    KunMing
  • Type

    conf

  • DOI
    10.1109/ICSPCC.2013.6664093
  • Filename
    6664093