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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, T
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.

History

Publication title

IEE Electronics Letters

Volume

31

Issue

20

Pagination

1732-1733

ISSN

0013-5194

Department/School

School of Engineering

Publisher

Iee-Inst Elec Eng

Place of publication

Michael Faraday House Six Hills Way Stevenage, Hertford, England, Sg1 2Ay

Repository Status

  • Restricted

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