• DocumentCode
    1833184
  • Title

    Further results on multiantenna spectrum sensing in colored noise

  • Author

    Tugnait, Jitendra K.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Auburn Univ., Auburn, AL, USA
  • fYear
    2013
  • fDate
    11-14 Aug. 2013
  • Firstpage
    30
  • Lastpage
    35
  • Abstract
    The problem of multiantenna spectrum sensing is considered where the receiver noise is allowed to be temporally colored with unknown power spectral density (PSD), but must be spatially uncorrelated. The signal is received over a possibly frequency-selective, unknown channel. A generalized likelihood ratio test (GLRT) for multiantenna spectrum sensing in colored noise under this set-up was recently proposed in the literature based on analysis of the multivariate PSD of the received multiantenna signal. In this paper we analyze the performance (probability of detection) of this GLRT by deriving the asymptotic distribution of the test statistic under the alternative hypothesis. Computer simulation results show an excellent agreement with theory in calculating the probability of detection for a specified probability of false alarm.
  • Keywords
    antenna arrays; frequency selective surfaces; probability; radio spectrum management; signal detection; GLRT; colored noise; detection probability; frequency-selective channel; generalized likelihood ratio test; multiantenna spectrum sensing; multivariate PSD; power spectral density; received multiantenna signal; receiver noise; unknown channel; Antennas; Colored noise; Optical wavelength conversion; Probability; Sensors; Time series analysis; Colored noise; GLRT (generalized likelihood ratio test); Multichannel signal detection; Spectrum sensing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Signal Processing and Signal Processing Education Meeting (DSP/SPE), 2013 IEEE
  • Conference_Location
    Napa, CA
  • Print_ISBN
    978-1-4799-1614-6
  • Type

    conf

  • DOI
    10.1109/DSP-SPE.2013.6642560
  • Filename
    6642560