{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,17]],"date-time":"2026-06-17T16:20:40Z","timestamp":1781713240582,"version":"3.54.5"},"reference-count":72,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"7","license":[{"start":{"date-parts":[[2018,4,1]],"date-time":"2018-04-01T00:00:00Z","timestamp":1522540800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"name":"Hong Kong RGC General Research","award":["16206914"],"award-info":[{"award-number":["16206914"]}]},{"name":"Hong Kong RGC General Research","award":["16203315"],"award-info":[{"award-number":["16203315"]}]},{"name":"ANR Project RMT4GRAPH","award":["ANR-14-CE28-0006"],"award-info":[{"award-number":["ANR-14-CE28-0006"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Signal Process."],"published-print":{"date-parts":[[2018,4,1]]},"DOI":"10.1109\/tsp.2018.2799183","type":"journal-article","created":{"date-parts":[[2018,1,30]],"date-time":"2018-01-30T19:16:13Z","timestamp":1517339773000},"page":"1933-1947","source":"Crossref","is-referenced-by-count":76,"title":["High-Dimensional MVDR Beamforming: Optimized Solutions Based on Spiked Random Matrix Models"],"prefix":"10.1109","volume":"66","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0176-5446","authenticated-orcid":false,"given":"Liusha","family":"Yang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8086-2545","authenticated-orcid":false,"given":"Matthew R.","family":"McKay","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Romain","family":"Couillet","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781139020411"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.65.066126"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/78.823966"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2002.806865"},{"key":"ref38","author":"magnus","year":"1999","journal-title":"Matrix Differential Calculus with Applications in Statistics and Econometrics"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1198\/jasa.2009.0121"},{"key":"ref32","article-title":"Optimal shrinkage of eigenvalues in the spiked covariance model","author":"donoho","year":"2017"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2015.7010533"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/48.757268"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/PROC.1972.8817"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2008.2005865"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1111\/rssb.12153"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.chemolab.2008.06.002"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2008.921729"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2011.2173718"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2009.2022897"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.1974.1100705"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/PROC.1983.12765"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176344136"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmva.2014.06.018"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1016\/0005-1098(78)90005-5"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/TASSP.1985.1164557"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TAES.2014.130485"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2008.917356"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2003.812831"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2005.845436"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/78.539043"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TAP.1976.1141412"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/S0047-259X(03)00096-4"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2012.2202634"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TAES.2007.4383590"},{"key":"ref24","first-page":"341","article-title":"Efficient method to determine diagonal loading value","volume":"5","author":"ma","year":"0","journal-title":"Proc IEEE Int Conf Acoust Speech Signal Process"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.1998.681660"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2016.12.023"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2015.2474298"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1111\/j.0006-341X.2001.01173.x"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.jeconom.2008.09.017"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmva.2015.05.009"},{"key":"ref58","first-page":"2155","article-title":"Robust G-MUSIC","author":"couillet","year":"0","journal-title":"Proc 22nd Eur Signal Process Conf"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2015.2465302"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2007.907884"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511994746"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1070\/SM1967v001n04ABEH001994"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1093\/rfs\/hhx052"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmva.2015.04.006"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TAES.1986.310745"},{"key":"ref11","author":"monzingo","year":"1980","journal-title":"Introduction to Adaptive Arrays"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/S0378-4371(02)01499-1"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TAES.1980.308973"},{"key":"ref13","volume":"1","author":"stoica","year":"1997","journal-title":"Introduction to Spectral Analysis"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/8.202711"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/7.7181"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/8.52247"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2005.861052"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TASSP.1987.1165054"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2012.2197396"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TASSP.1986.1164975"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/78.469863"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/PROC.1969.7278"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/5.622504"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/78.285650"},{"key":"ref7","doi-asserted-by":"crossref","DOI":"10.1002\/0471221104","author":"trees","year":"2002","journal-title":"Detection Estimation and Modulation Theory Part IV Optimum Array Processing"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2010.2053029"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TAES.1974.307893"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1214\/009117906000000917"},{"key":"ref45","first-page":"1617","article-title":"Asymptotics of sample eigenstructure for a large dimensional spiked covariance model","volume":"17","author":"paul","year":"2007","journal-title":"Statist Sinica"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1214\/08-AOS618"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1214\/07-AOS581"},{"key":"ref42","first-page":"2757","article-title":"Random matrix filtering in portfolio optimization","volume":"36","author":"papp","year":"2005","journal-title":"Acta Phys Polonica B"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2004.05.079"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmva.2005.08.003"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1214\/009117905000000233"}],"container-title":["IEEE Transactions on Signal Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/78\/8291013\/08272485.pdf?arnumber=8272485","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,31]],"date-time":"2023-08-31T19:19:31Z","timestamp":1693509571000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/8272485\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,4,1]]},"references-count":72,"journal-issue":{"issue":"7"},"URL":"https:\/\/doi.org\/10.1109\/tsp.2018.2799183","relation":{},"ISSN":["1053-587X","1941-0476"],"issn-type":[{"value":"1053-587X","type":"print"},{"value":"1941-0476","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,4,1]]}}}