• DocumentCode
    1984456
  • Title

    Analysis of discretization errors in if estimation of polynomial phase signals

  • Author

    Rankine, L. ; Mesbah, M. ; Boashash, B.

  • Author_Institution
    R. Brisbane & Women´´s Hosp., Perinatal Res. Centre, Univ. of Queensland, Brisbane, QLD
  • fYear
    2007
  • fDate
    12-15 Feb. 2007
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    The peak of the polynomial Wigner-Ville distribution (PWVD) is a method for providing an unbiased estimate of the instantaneous frequency (IF) for polynomial phase signals. The theoretical lower variance bound, assuming a continuous frequency variable, has been studied previously. However, due to the discretization of the PWVD required for computer implementation, there is also another theoretical lower variance bound which is a result of the discretization error. In this paper, we study the relationship between the discretization error bound and the theoretical lower variance bound and determine the minimum number of frequency samples required such that the theoretical lower variance bound can be attained.
  • Keywords
    Wigner distribution; polynomials; signal processing; IF estimation; discretization errors; instantaneous frequency; lower variance bound; polynomial Wigner-Ville distribution; polynomial phase signals; Chirp modulation; Computer errors; Error analysis; Estimation error; Frequency estimation; Frequency modulation; Phase estimation; Polynomials; Signal analysis; Signal to noise ratio;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Its Applications, 2007. ISSPA 2007. 9th International Symposium on
  • Conference_Location
    Sharjah
  • Print_ISBN
    978-1-4244-0778-1
  • Electronic_ISBN
    978-1-4244-1779-8
  • Type

    conf

  • DOI
    10.1109/ISSPA.2007.4555300
  • Filename
    4555300