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
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