Generalized Approximate Message Passing: Relations and Derivations

Christian Schou Oxvig; Thomas Arildsen; Torben Larsen

doi:10.5278/VBN.GAMPTechReport

Generalized Approximate Message Passing: Relations and Derivations

Christian Schou Oxvig, Thomas Arildsen, Torben Larsen

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Abstract

This tech report details a collection of results related to the Generalised Approximate Message Passing (GAMP) algorithm. It is a summary of the results that the authors have found critical in understanding the GAMP algorithm. In particular, emphasis is on the details that are crucial in implementing the GAMP algorithm on a computer but which are oftentimes left out from the literature focusing on the more theoretical aspects of GAMP.

Original language	English

Number of pages	63
DOIs	https://doi.org/10.5278/VBN.GAMPTechReport
Publication status	Published - 6 Apr 2017

Keywords

Approximate Message Passing
Compressed Sensing

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10.5278/VBN.GAMPTechReportLicence: CC BY 4.0

Tech ReportFinal published version, 840 KBLicence: CC BY 4.0

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abstract = "This tech report details a collection of results related to the Generalised Approximate Message Passing (GAMP) algorithm. It is a summary of the results that the authors have found critical in understanding the GAMP algorithm. In particular, emphasis is on the details that are crucial in implementing the GAMP algorithm on a computer but which are oftentimes left out from the literature focusing on the more theoretical aspects of GAMP.",

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KW - Compressed Sensing

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Generalized Approximate Message Passing: Relations and Derivations

Abstract

Keywords

Access to Document

AUB Link

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FastAFM: Enabling Fast Image Acquisition for Atomic Force Microscopy using Compressed Sensing

Weighted GAMP Phase Transitions

Cite this

Generalized Approximate Message Passing: Relations and Derivations

Abstract

Keywords

Access to Document

AUB Link

Other files and links

Fingerprint

Projects

FastAFM: Enabling Fast Image Acquisition for Atomic Force Microscopy using Compressed Sensing

Datasets

Weighted GAMP Phase Transitions

Cite this