Generalized Approximate Message Passing: Relations and Derivations

Christian Schou Oxvig, Thomas Arildsen, Torben Larsen

Research output: Book/ReportReportResearch

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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 languageEnglish
Number of pages63
DOIs
Publication statusPublished - 6 Apr 2017

Keywords

  • Approximate Message Passing
  • Compressed Sensing

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