Vector Approximate Message Passing

The standard linear regression (SLR) problem is to recover a vector <inline-formula> <tex-math notation="LaTeX">\mathrm {x}^{0} </tex-math></inline-formula> from noisy linear observations <inline-formula> <tex-math notation="LaTeX">\mathrm {y}=...

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Bibliographic Details

Published in:	IEEE transactions on information theory Vol. 65; no. 10; pp. 6664 - 6684
Main Authors:	Rangan, Sundeep, Schniter, Philip, Fletcher, Alyson K.
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.10.2019 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
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
ISSN:	0018-9448, 1557-9654
Online Access:	Get full text
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