• DocumentCode
    829788
  • Title

    A New Discrete Analytic Signal for Reducing Aliasing in the Discrete Wigner-Ville Distribution

  • Author

    O´Toole, J.M. ; Mesbah, Mostefa ; Boashash, Boualem

  • Author_Institution
    Perinatal Res. Centre, Univ. of Queensland, Brisbane, QLD
  • Volume
    56
  • Issue
    11
  • fYear
    2008
  • Firstpage
    5427
  • Lastpage
    5434
  • Abstract
    It is not possible to generate an alias-free discrete Wigner-Ville distribution (DWVD) from a discrete analytic signal. This is because the discrete analytic signal must satisfy two mutually exclusive constraints. We present, in this paper, a new discrete analytic signal that improves on the commonly used discrete analytic signal´s approximation of these two constraints. Our analysis shows that - relative to the commonly used signal - the proposed signal reduces aliasing in the DWVD by approximately 50%. Furthermore, the proposed signal has a simple implementation and satisfies two important properties, namely, that its real component is equal to the original real signal and that its real and imaginary components are orthogonal.
  • Keywords
    Hilbert transforms; Wigner distribution; signal representation; time-frequency analysis; aliasing reduction; discrete Wigner-Ville distribution; discrete analytic signal; signal representation; time-frequency domain representation; Analytic signal; analytic signal; antialiasing; discrete Hilbert transforms; discrete Wigner–Ville distribution (DWVD); discrete Wigner-Ville distribution (DWVD); time–frequency analysis; time-frequency analysis;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2008.929325
  • Filename
    4594626