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
fDate :
8/1/1992 12:00:00 AM
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;
Journal_Title :
Signal Processing, IEEE Transactions on