• DocumentCode
    178773
  • Title

    Multiple testing for sequential probability ratio tests with application to multiband spectrum sensing

  • Author

    Suratman, F.Y. ; Zoubir, Abdelhak M.

  • Author_Institution
    Signal Process. Group, Tech. Univ. Darmstadt, Darmstadt, Germany
  • fYear
    2014
  • fDate
    4-9 May 2014
  • Firstpage
    3420
  • Lastpage
    3424
  • Abstract
    Literature on multiple testing is mostly concerned with fixed sample number testing. In this paper, we propose a sequential multiple testing procedure. This work is motivated by an application in multiband spectrum sensing for cognitive radio, in which a primary user or a cognitive radio user can use several bands at a time. The proposed procedure simultaneously controls the false alarm and miss detection rate not only for a single band, but also for the system (familywise). The common method to individually testing the hypotheses fails to achieve this. Furthermore, simulation results show that the proposed method has a smaller average sensing time (sample number) than Bonferroni´s procedure, which makes it suitable for the scenario at hand.
  • Keywords
    cognitive radio; probability; Bonferroni procedure; cognitive radio user; false alarm; fixed sample number testing; miss detection rate; multiband spectrum sensing; multiple testing procedure; primary user; sensing time; sequential probability ratio tests; Cognitive radio; Conferences; Indexes; Sensors; Signal processing; Testing; Wideband; Multiple testing procedure; cognitive radio; multiband spectrum sensing; sequential probability ratio tests;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
  • Conference_Location
    Florence
  • Type

    conf

  • DOI
    10.1109/ICASSP.2014.6854235
  • Filename
    6854235