Time-frequency based detection in alpha-stable distributed noise environments

نویسندگان

  • Mark Coates
  • Ercan Kuruoğlu
چکیده

The Gaussian distribution is an inadequate description of certain types of real-life noise that display impulsive characteristics. The α-stable distribution has been suggested as a more appropriate model. Bilinear timefrequency representations (TFRs) and time-scale representations (TSRs) have been used to efficiently implement detectors of non-stationary signals in Gaussian noise. In this paper, we extend their application to the case of impulsive noise, modelled as an isotropic α-stable distribution.

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تاریخ انتشار 1999