• DocumentCode
    3486799
  • Title

    Fractional Gabor spectral estimation for multi-component signals

  • Author

    Onen, Erol ; Akan, Aydrn

  • Author_Institution
    Istanbul Univ., Turkey
  • fYear
    2004
  • fDate
    28-30 April 2004
  • Firstpage
    514
  • Lastpage
    517
  • Abstract
    We present a high resolution time-frequency spectral analysis method for multi-component signals based on a discrete fractional Gabor expansion. The proposed discrete fractional Gabor expansion uses the closed form discrete fractional Fourier kernel and generates a parallelogram-shaped time-frequency plane tiling. Completeness and biorthogonality conditions of the new expansion are derived. We also present a search algorithm to obtain optimal analysis fraction orders for an arbitrary, multi-component signal to estimate a high resolution Gabor spectrum.
  • Keywords
    Fourier analysis; parameter estimation; search problems; signal resolution; spectral analysis; time-frequency analysis; analysis fraction orders; biorthogonality conditions; completeness conditions; discrete fractional Fourier kernel; discrete fractional Gabor expansion; fractional Gabor spectral estimation; multi-component signals; parallelogram-shaped time-frequency plane tiling; search algorithm; time-frequency analysis; time-frequency spectral analysis method; Algorithm design and analysis; Gaussian processes; Kernel; Signal analysis; Signal resolution; Time frequency analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Communications Applications Conference, 2004. Proceedings of the IEEE 12th
  • Print_ISBN
    0-7803-8318-4
  • Type

    conf

  • DOI
    10.1109/SIU.2004.1338578
  • Filename
    1338578