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  • Hamid, Mohamed, 1983-, et al. (author)
  • Blind spectrum sensing for cognitive radios using discriminant analysis : A novel approach
  • 2013
  • In: IEEE Transactions on Instrumentation and Measurement. - : IEEE. - 0018-9456 .- 1557-9662. ; 62:11, s. 2912-2921
  • Journal article (peer-reviewed)abstract
    • In this paper, we present a new spectrum sensing technique for cognitive radios based on discriminant analysis called spectrum discriminator. The presented technique uses the knowledge of the noise uncertainty and a probabilistic validation to overcome the limitations of the discriminant analysis. A comparative study between the proposed technique and the maximum-minimum eigenvalue detection has been performed based on two performance metrics: the probability of false alarm and the probability of detection. The spectrum discriminator has been further developed to a peel-off technique where all primary users can be detected. The performance of the spectrum discriminator and the peel-off technique has been tested on simulations and experimentally verified. The comparative study is based on simulations as well as measurements.
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Type of publication
journal article (1)
Type of content
peer-reviewed (1)
Author/Editor
Van Moer, Wendy (1)
Björsell, Niclas (1)
Barbé, Kurt (1)
Hamid, Mohamed, 1983 ... (1)
Slimane, Ben Slimane (1)
University
Royal Institute of Technology (1)
University of Gävle (1)
Language
English (1)
Research subject (UKÄ/SCB)
Engineering and Technology (1)
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