Vector Approximate Message Passing

The standard linear regression (SLR) problem is to recover a vector \mathrm {x}^{0} from noisy linear observations \mathrm {y}=\mathrm {Ax}^{0}+\mathrm {w} . The approximate message passing (AMP) algorithm proposed by Donoho, Maleki, and Montanari is a computationally efficient iterative approach...

Full description

Saved in:
Bibliographic Details
Published in:IEEE transactions on information theory 2019-10, Vol.65 (10), p.6664-6684
Main Authors: Rangan, Sundeep, Schniter, Philip, Fletcher, Alyson K.
Format: Article
Language:English
Subjects:
Algorithms
Approximation algorithms
Belief propagation
compressive sensing
Covariance matrices
Evolution
inference algorithms
Iterative methods
Linear regression
Matrices (mathematics)
Message passing
Minimization
random matrices
Signal processing algorithms
Singular value decomposition
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!