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Improved convergence of projection based blind deconvolution
journal contribution
posted on 2023-05-16, 09:48 authored by Law, NF, Nguyen, TSince 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.
History
Publication title
IEE Electronics LettersVolume
31Issue
20Pagination
1732-1733ISSN
0013-5194Department/School
School of EngineeringPublisher
Iee-Inst Elec EngPlace of publication
Michael Faraday House Six Hills Way Stevenage, Hertford, England, Sg1 2AyRepository Status
- Restricted