{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,3]],"date-time":"2025-06-03T06:24:40Z","timestamp":1748931880752,"version":"3.37.3"},"reference-count":57,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2018,10,1]],"date-time":"2018-10-01T00:00:00Z","timestamp":1538352000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100001821","name":"Vienna Science and Technology Fund","doi-asserted-by":"publisher","award":["ICT15-119"],"award-info":[{"award-number":["ICT15-119"]}],"id":[{"id":"10.13039\/501100001821","id-type":"DOI","asserted-by":"publisher"}]},{"name":"ERC","award":["694888"],"award-info":[{"award-number":["694888"]}]},{"DOI":"10.13039\/501100000266","name":"EPSRC","doi-asserted-by":"crossref","award":["EP\/M008916\/1"],"award-info":[{"award-number":["EP\/M008916\/1"]}],"id":[{"id":"10.13039\/501100000266","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Royal Society Wolfson Research Merit Award"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Sel. Top. Signal Process."],"published-print":{"date-parts":[[2018,10]]},"DOI":"10.1109\/jstsp.2018.2850754","type":"journal-article","created":{"date-parts":[[2018,6,26]],"date-time":"2018-06-26T19:02:51Z","timestamp":1530039771000},"page":"857-870","source":"Crossref","is-referenced-by-count":22,"title":["Performance Analysis of Approximate Message Passing for Distributed Compressed Sensing"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3586-8072","authenticated-orcid":false,"given":"Gabor","family":"Hannak","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0511-2293","authenticated-orcid":false,"given":"Alessandro","family":"Perelli","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Norbert","family":"Goertz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1784-806X","authenticated-orcid":false,"given":"Gerald","family":"Matz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2327-236X","authenticated-orcid":false,"given":"Mike E.","family":"Davies","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","article-title":"Bethe free energy, Kikuchi approximations, and belief propagation algorithms","volume":"13","author":"yedidia","year":"2001","journal-title":"Adv Neural Inf Process Syst"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2005.850085"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2013.2272287"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781139020411"},{"key":"ref31","doi-asserted-by":"crossref","DOI":"10.1007\/978-0-8176-4948-7","volume":"1","author":"foucart","year":"2013","journal-title":"A Mathematical Introduction to Compressive Sensing"},{"key":"ref30","first-page":"1588","article-title":"Vector\n approximate message passing","author":"rangan","year":"0","journal-title":"Proc IEEE Int Symp Inf Theory"},{"key":"ref37","first-page":"359","article-title":"Stable fixed points of loopy belief propagation are minima of the\n Bethe free energy","volume":"15","author":"heskes","year":"2003","journal-title":"Adv Neural Inf Process Syst"},{"key":"ref36","first-page":"665","article-title":"The replica-symmetric prediction for compressed sensing with Gaussian matrices is exact","author":"reeves","year":"0","journal-title":"Proc IEEE Int Symp Inf Theory"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevX.2.021005"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1088\/1742-5468\/2012\/08\/P08009"},{"article-title":"State\n evolution for approximate message passing with non-separable functions","year":"2017","author":"berthier","key":"ref28"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2010.2094817"},{"key":"ref29","first-page":"231","article-title":"Analysis of approximate\n message passing with a class of non-separable denoisers","author":"ma","year":"0","journal-title":"Proc IEEE Int Symp Inf Theory"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1002\/cpa.20124"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2006.871582"},{"key":"ref20","doi-asserted-by":"crossref","first-page":"18914","DOI":"10.1073\/pnas.0909892106","article-title":"Message-passing algorithms for compressed sensing","volume":"106","author":"donoho","year":"0","journal-title":"Proc Nat Acad Sci"},{"key":"ref22","first-page":"1","article-title":"Message\n passing algorithms for compressed sensing: II. Analysis and validation","author":"donoho","year":"0","journal-title":"Proc IEEE Inf Theory Workshop on Netw Inf Theory"},{"key":"ref21","first-page":"1","article-title":"Message\n passing algorithms for compressed sensing: I. Motivation and construction","author":"donoho","year":"0","journal-title":"Proc IEEE Inf Theory Workshop on Netw Inf Theory"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511794308.010"},{"article-title":"Approximate message passing algorithms for compressed sensing","year":"2011","author":"maleki","key":"ref23"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2016.2646663"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2017.2713759"},{"journal-title":"Fundamentals of Statistical Signal Processing Volume I Estimation Theory","year":"1993","author":"kay","key":"ref50"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2002.804053"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1162\/NECO_a_00076"},{"article-title":"Empirical Bayes least squares estimation without an explicit prior","year":"2007","author":"raphan","key":"ref56"},{"key":"ref55","first-page":"15","volume":"7","author":"petersen","year":"2008","journal-title":"The Matrix Cookbook"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2017.2713833"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1093\/acprof:oso\/9780198570837.001.0001"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2005.847700"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2005.05.030"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2005.05.031"},{"article-title":"Maximin analysis of message passing\n algorithms for recovering block sparse signals","year":"2013","author":"taeb","key":"ref40"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2007.894265"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2011.2173722"},{"key":"ref14","first-page":"1","article-title":"Turbo reconstruction of structured sparse signals","author":"schniter","year":"0","journal-title":"Proc 44th Annu Conf Inf Sci Syst"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2012.2222382"},{"article-title":"Bayesian optimal approximate message passing to recover structured sparse signals","year":"2015","author":"mayer","key":"ref16"},{"key":"ref17","first-page":"541","article-title":"On joint recovery of sparse signals with common supports","author":"zhao","year":"0","journal-title":"Proc Int Symp Inf Theory"},{"key":"ref18","first-page":"4653","article-title":"Independent versus repeated measurements: A performance quantification via state evolution","author":"lu","year":"0","journal-title":"Proc Int Conf Acoust Speech Signal Process"},{"article-title":"Belief propagation for joint sparse recovery","year":"2011","author":"kim","key":"ref19"},{"key":"ref4","article-title":"Joint sparsity models for distributed compressed sensing","author":"duarte","year":"0","journal-title":"Proc Workshop Signal Process With Adaptative Sparse Struct Representations"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2005.849172"},{"key":"ref6","first-page":"1","article-title":"Parallel MRI\n acceleration using M-FOCUSS","author":"liang","year":"0","journal-title":"Proc 3rd Int Conf Bioinf Biomed Eng"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1186\/s13639-016-0025-y"},{"key":"ref8","first-page":"2610","article-title":"Multiple-measurement Bayesian compressed sensing using GSM priors for DOA estimation","author":"tzagkarakis","year":"0","journal-title":"Proc IEEE Int Conf Acoust Speech Signal Process"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2014.2343947"},{"year":"2011","author":"boyd","key":"ref49"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2007.914730"},{"journal-title":"Pattern Recognition and Machine Learning","year":"2006","author":"bishop","key":"ref46"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1080\/2165347X.2015.1024298"},{"year":"2011","author":"boyd","key":"ref48"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1561\/2200000016"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2012.2199752"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2013.2239356"},{"key":"ref44","first-page":"63","article-title":"TESTIMAGES: A large-scale archive for testing visual devices and basic image processing\n algorithms","author":"asunik","year":"0","journal-title":"Proc STAG&#x2014;Smart Tools Apps for Graph Conf"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2011.2171529"}],"container-title":["IEEE Journal of Selected Topics in Signal Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4200690\/8476626\/08396279.pdf?arnumber=8396279","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T11:18:35Z","timestamp":1643195915000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8396279\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10]]},"references-count":57,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/jstsp.2018.2850754","relation":{},"ISSN":["1932-4553","1941-0484"],"issn-type":[{"type":"print","value":"1932-4553"},{"type":"electronic","value":"1941-0484"}],"subject":[],"published":{"date-parts":[[2018,10]]}}}