• DocumentCode
    2466196
  • Title

    Discrete rotational Gabor transform

  • Author

    Akan, Aydzn ; Chaparro, Luis F.

  • Author_Institution
    Dept. of Electr. Eng., Pittsburgh Univ., PA, USA
  • fYear
    1996
  • fDate
    18-21 Jun 1996
  • Firstpage
    169
  • Lastpage
    172
  • Abstract
    In this paper, we present a discrete rotational Gabor transform and apply it to signal representation on a non-rectangular time-frequency plane tiling. We use a modified version of the recently proposed discrete rotational Fourier transform. The rotational Gabor transform decomposes a signal using as basis functions scaled, translated and modulated by linear chirps windows. As a result, the time-varying frequency content of a signal is represented better than with sinusoidal modulated expansions. For a multi-component signal, the Gabor coefficients are obtained by combining different tilings to maximize a local energy concentration measure. This permits us to achieve a highly localized time-frequency signal representation. Examples are given to illustrate the transformation
  • Keywords
    chirp modulation; discrete Fourier transforms; signal representation; time-frequency analysis; Gabor coefficients; basis functions; discrete rotational Fourier transform; discrete rotational Gabor transform; linear chirps; local energy concentration measure; multi-component signal; nonrectangular time-frequency plane tiling; signal decomposition; signal representation; time-varying frequency content; Chirp; Differential equations; Discrete Fourier transforms; Discrete transforms; Displays; Fourier transforms; Kernel; Signal analysis; Signal synthesis; Time frequency analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Time-Frequency and Time-Scale Analysis, 1996., Proceedings of the IEEE-SP International Symposium on
  • Conference_Location
    Paris
  • Print_ISBN
    0-7803-3512-0
  • Type

    conf

  • DOI
    10.1109/TFSA.1996.547208
  • Filename
    547208