Title :
Accelerated iterative band-limited extrapolation algorithms
Author :
Salomon, Benjamin G. ; Ur, Hanoch
Author_Institution :
Dept. of Electr. Eng.-Syst., Tel-Aviv Univ., Israel
Abstract :
The iterative algorithms of Papoulis-Gerchberg and Cadzow are well-known algorithms for solving the band-limited extrapolation problem. These algorithms, however, are usually slowly convergent. We propose an acceleration scheme for both algorithms, based on finding best approximation in appropriate subspaces. The acceleration scheme can also be applied to other cases of signal restoration, which admit Youla´s method of alternating orthogonal projections.
Keywords :
extrapolation; iterative methods; signal restoration; Cadzow´s iterative extrapolation; Papoulis-Gerchberg algorithms; Youla´s alternating projection; band-limited extrapolation problem; iterative algorithms; signal restoration; Acceleration; Approximation algorithms; Electronics packaging; Extrapolation; Helium; Hilbert space; Image segmentation; Iterative algorithms; Signal processing algorithms; Signal restoration; Band-limited extrapolation; Cadzow's iterative extrapolation; Papoulis-Gerchberg algorithm; Youla's alternating projections;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2004.836950