On weighting/reweighting schemes for approximate message passing algorithms

In this paper, we propose a number of weighting/reweighting schemes to improve the performance of the so-called approximate message passing (AMP) algorithm of Donoho et al. We consider the application of AMP for the recovery of sparse signals from an under-determined system of linear equations, and...

Full description

Saved in:

Bibliographic Details
Published in:	IEEE International Conference on Communications (2003) pp. 1 - 5
Main Authors:	Zeinalkhani, Zeinab, Haghighatpanah, Neda, Banihashemi, Amir H.
Format:	Conference Proceeding Journal Article
Language:	English
Published:	IEEE 01.05.2016
Subjects:	Algorithms approximate message passing algorithm Approximation Approximation algorithms Block sparsity Borders Compressed sensing Conferences Message passing Minimization Noise measurement Performance enhancement Recovery Signal processing algorithms Simulation Weighting
ISSN:	1938-1883
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!

Be the first to leave a comment!