• DocumentCode
    1151753
  • Title

    Can one evaluate the Gabor expansion using Gabor´s iterative algorithm?

  • Author

    Genossar, Tamar ; Porat, Moshe

  • Author_Institution
    Dept. of Electr. Eng., Technion-Israel Inst. of Technol., Haifa, Israel
  • Volume
    40
  • Issue
    8
  • fYear
    1992
  • fDate
    8/1/1992 12:00:00 AM
  • Firstpage
    1852
  • Lastpage
    1861
  • Abstract
    D. Gabor´s original (1946) approach for calculation of expansion coefficients was examined and it was found that convergence of the suggested algorithm is conditional on the window function chosen. The method of analysis enables a process of synthesis, whereby eligible windows can be defined, ensuring convergence of the algorithm for every represented signal. For windows having a finite support of width D , the coefficients calculated according to the algorithm are obtained after a single iteration. It is proved that in the special case of a Gaussian window the algorithm converges only for specific signals. On the basis of the conclusions drawn, conditions are formulated which ensure convergence of the Gabor algorithm, permitting examination of alternative windows
  • Keywords
    convergence of numerical methods; iterative methods; signal processing; Gabor expansion; Gabor´s iterative algorithm; Gaussian window; algorithm convergence; signal processing; Algorithm design and analysis; Convergence; Digital filters; Filtering theory; Gabor filters; Iterative algorithms; Iterative methods; Signal processing algorithms; Space technology; Time frequency analysis;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/78.149988
  • Filename
    149988