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
Link To Document :
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