IMPROVED CONVERGENCE OF PROJECTION BASED BLIND DECONVOLUTION

Authors
LAW NF NGUYEN DT
Citation
Nf. Law et Dt. Nguyen, IMPROVED CONVERGENCE OF PROJECTION BASED BLIND DECONVOLUTION, Electronics Letters, 31(20), 1995, pp. 1732-1733
Citations number
2
Categorie Soggetti
Engineering, Eletrical & Electronic
Journal title
Electronics Letters → ACNP
ISSN journal
00135194
Volume
31
Issue
20
Year of publication
1995
Pages
1732 - 1733
Database
ISI
SICI code
0013-5194(1995)31:20<1732:ICOPBB>2.0.ZU;2-K
Abstract
Since the projection based blind deconvolution algorithm has a slow co nvergence rate, two methods to speed up the algorithm are proposed. Th e first method is based on the addition of a momentum term to the upda te 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.