{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,30]],"date-time":"2026-03-30T20:27:52Z","timestamp":1774902472995,"version":"3.50.1"},"reference-count":53,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"16","license":[{"start":{"date-parts":[[2014,8,1]],"date-time":"2014-08-01T00:00:00Z","timestamp":1406851200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Signal Process."],"published-print":{"date-parts":[[2014,8]]},"DOI":"10.1109\/tsp.2014.2328981","type":"journal-article","created":{"date-parts":[[2014,6,19]],"date-time":"2014-06-19T16:47:38Z","timestamp":1403196458000},"page":"4209-4223","source":"Crossref","is-referenced-by-count":114,"title":["Sparse Recovery of Streaming Signals Using &lt;formula formulatype=\"inline\"&gt;&lt;tex Notation=\"TeX\"&gt;$\\ell_1$&lt;\/tex&gt;&lt;\/formula&gt;-Homotopy"],"prefix":"10.1109","volume":"62","author":[{"given":"M. Salman","family":"Asif","sequence":"first","affiliation":[]},{"given":"Justin","family":"Romberg","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/SURV.2012.121912.00154"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.acha.2008.07.002"},{"key":"ref33","author":"golub","year":"1996","journal-title":"Matrix Computations"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2013.2279362"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT.2012.6283849"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ACSSC.2010.5757675"},{"key":"ref37","first-page":"1205","article-title":"Compressive sensing for streaming signals using the streaming greedy pursuit","author":"boufounos","year":"2010","journal-title":"Proc MILCOM"},{"key":"ref36","author":"kailath","year":"2000","journal-title":"Linear Estimation"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/MSPEC.1970.5213471"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1115\/1.3662552"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CISS.2009.5054679"},{"key":"ref27","first-page":"1051","article-title":"Streaming measurements in compressive sensing: <formula formulatype=\"inline\"><tex Notation=\"TeX\">$\\ell_1$<\/tex> <\/formula> filtering","author":"asif","year":"2008","journal-title":"Proc 42nd Asilomar Conf Signals Syst Comput"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2009.2039174"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2006.871582"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2005.862083"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1137\/090756855"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/29.17536"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1137\/080716542"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1093\/imanum\/20.3.389"},{"key":"ref23","author":"mallat","year":"1999","journal-title":"A Wavelet Tour of Signal Processing"},{"key":"ref26","first-page":"489","article-title":"An homotopy algorithm for the lasso with online observations","volume":"21","author":"garrigues","year":"2008","journal-title":"Adv Neural Inf Process Syst"},{"key":"ref25","doi-asserted-by":"crossref","first-page":"407","DOI":"10.1214\/009053604000000067","article-title":"Least angle regression","volume":"32","author":"efron","year":"2004","journal-title":"Ann Statist"},{"key":"ref50","author":"asif","year":"2013","journal-title":"Dynamic compressive sensing Sparse recovery algorithms for streaming signals and video"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611971484"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1002\/cpa.3160450502"},{"key":"ref52","author":"buckheit","year":"0","journal-title":"Wavelab 850 Software Toolbox"},{"key":"ref10","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1111\/j.2517-6161.1996.tb02080.x","article-title":"Regression shrinkage and selection via the lasso","volume":"58","author":"tibshirani","year":"1996","journal-title":"J Roy Statist Soc Series B"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1137\/S1064827596304010"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2008.4711899"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1214\/009053606000001523"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2010.5652725"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CISS.2010.5464848"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1198\/016214506000000735"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s00041-008-9045-x"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511804441"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2009.2016892"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1137\/090777761"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2010.2040894"},{"key":"ref3","first-page":"1433","article-title":"Compressive sampling","volume":"3","author":"cand\ufffds","year":"0","journal-title":"Proc Int Congr Mathematicians"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1162\/089976603762552951"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/S0042-6989(97)00169-7"},{"key":"ref8","first-page":"730","author":"lewicki","year":"1999","journal-title":"Advances in Neural Information Processing Systems 11"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2007.914728"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2008.929958"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JOE.2007.906409"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.24524"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ACSSC.2010.5757677"},{"key":"ref48","author":"rockafellar","year":"1997","journal-title":"Convex Analysis"},{"key":"ref47","author":"vetterli","year":"1995","journal-title":"Wavelets and Subband Coding"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ACSSC.2009.5470133"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2009.2038959"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2011.5947206"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/CISS.2011.5766179"}],"container-title":["IEEE Transactions on Signal Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/78\/6858107\/06827963.pdf?arnumber=6827963","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,5,27]],"date-time":"2024-05-27T22:16:56Z","timestamp":1716848216000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6827963\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,8]]},"references-count":53,"journal-issue":{"issue":"16"},"URL":"https:\/\/doi.org\/10.1109\/tsp.2014.2328981","relation":{},"ISSN":["1053-587X","1941-0476"],"issn-type":[{"value":"1053-587X","type":"print"},{"value":"1941-0476","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,8]]}}}