• DocumentCode
    1752270
  • Title

    Gabor´s signal expansion and the Gabor transform based on a non-orthogonal sampling geometry

  • Author

    Bastiaans, Martin J. ; Van Leest, Arno J.

  • Author_Institution
    Faculteit Elektrotechniek, Technische Universiteit Eindhoven, Netherlands
  • Volume
    1
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    162
  • Abstract
    Gabor´s (1946) signal expansion and the Gabor transform are formulated on a non-orthogonal time-frequency lattice instead of on the traditional rectangular lattice. The reason for doing so is that a non-orthogonal sampling geometry might be better adapted to the form of the window functions (in the time-frequency domain) than an orthogonal one. Oversampling in the Gabor scheme, which is required to have mathematically more attractive properties for the analysis window, then leads to better results in combination with less oversampling. The new procedure presented in this paper is based on considering the non-orthogonal lattice as a sub-lattice of a denser orthogonal lattice that is oversampled by a rational factor. In doing so, Gabor´s signal expansion on a non-orthogonal lattice can be related to the expansion on an orthogonal lattice (restricting ourselves, of course, to only those sampling points that are part of the non-orthogonal sub-lattice), and all the techniques that have been derived for rectangular sampling can be used, albeit in a slightly modified form
  • Keywords
    signal representation; signal sampling; time-frequency analysis; transforms; Gabor signal expansion; Gabor transform; Zak transform; analysis window; nonorthogonal sampling geometry; nonorthogonal sub-lattice; nonorthogonal time-frequency lattice; orthogonal lattice; oversampling; rational factor; rectangular sampling; time-frequency domain; time-frequency representation; window functions; Biomedical signal processing; Frequency domain analysis; Geometry; Lattices; Sampling methods; Signal analysis; Signal processing; Signal sampling; Signal synthesis; Time frequency analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and its Applications, Sixth International, Symposium on. 2001
  • Conference_Location
    Kuala Lumpur
  • Print_ISBN
    0-7803-6703-0
  • Type

    conf

  • DOI
    10.1109/ISSPA.2001.949801
  • Filename
    949801