Generalized Approximate Message Passing: Relations and Derivations

Research output: ResearchReport

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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Details

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 languageEnglish
Number of pages63
DOI
StatePublished - 6 Apr 2017
Publication categoryResearch
Peer-reviewedNo

    Research areas

  • Approximate Message Passing, Compressed Sensing

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