Title :
Improved convergence of projection based blind deconvolution
Author :
Law, N.F. ; Nguyen, D.T.
Author_Institution :
Dept. of Electr. & Electron. Eng., Tasmania Univ., Hobart, Tas., Australia
fDate :
9/28/1995 12:00:00 AM
Abstract :
Since the projection based blind deconvolution algorithm has a slow convergence rate, two methods to speed up the algorithm are proposed. The first method is based on the addition of a momentum term to the update rule. The second method is based on the adaptation of the step size. From the simulation results, we can see that the convergence rate is significantly improved by using either of these two methods
Keywords :
adaptive signal processing; convergence; deconvolution; image processing; convergence improvement; convergence rate; deconvolution algorithm; momentum term; projection based blind deconvolution; step size adaptation; update rule;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:19951214