{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,31]],"date-time":"2026-07-31T15:45:28Z","timestamp":1785512728965,"version":"3.56.0"},"reference-count":77,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"18","license":[{"start":{"date-parts":[[2018,9,15]],"date-time":"2018-09-15T00:00:00Z","timestamp":1536969600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"name":"Swedish Research Council (VR) and ELLIIT"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Signal Process."],"published-print":{"date-parts":[[2018,9,15]]},"DOI":"10.1109\/tsp.2018.2858190","type":"journal-article","created":{"date-parts":[[2018,7,20]],"date-time":"2018-07-20T18:48:34Z","timestamp":1532112514000},"page":"4717-4736","source":"Crossref","is-referenced-by-count":56,"title":["Efficient DSP and Circuit Architectures for Massive MIMO: State of the Art and Future Directions"],"prefix":"10.1109","volume":"66","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9158-9628","authenticated-orcid":false,"given":"Liesbet","family":"Van der Perre","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9491-8821","authenticated-orcid":false,"given":"Liang","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7599-4367","authenticated-orcid":false,"given":"Erik G.","family":"Larsson","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2015.2498159"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2016.2597231"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2017.2784809"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2015.2457921"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2017.2655515"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2018.2816577"},{"key":"ref74","doi-asserted-by":"crossref","first-page":"40","DOI":"10.1109\/MCOM.2016.1600193CM","article-title":"Initial access in 5G mmwave cellular networks","volume":"54","author":"marco","year":"2016","journal-title":"IEEE Commun Mag"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2014.2313021"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2015.2456874"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ISCAS.2014.6865481"},{"key":"ref33","year":"2015"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ACSSC.2017.8335128"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/EuCNC.2015.7194033"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2017.2723000"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1186\/s13638-016-0546-z"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2015.7248580"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2017.2674659"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/RAWCON.2003.1227923"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/ISCAS.2009.5118112"},{"key":"ref62","year":"2018"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2010.2044290"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2705561"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ISSCC.2016.7418106"},{"key":"ref64","article-title":"Openairinterface Massive MIMO testbed: A 5G innovation platform","year":"2018"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/JSSC.2008.2006315"},{"key":"ref65","article-title":"Introducing Facebook's new terrestrial connectivity systems&#x2013;terragraph and project ARIES","year":"2016"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOMW.2016.7848903"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2017.2687871"},{"key":"ref67","first-page":"266","article-title":"Serving 22 users in real-time with a\n 128-antenna Massive MIMO testbed","author":"harris","year":"0","journal-title":"Proc IEEE Int Workshop Signal Process Syst"},{"key":"ref68","year":"2016"},{"key":"ref69","article-title":"Massive MIMO in mobile environments","year":"2016","journal-title":"Massive MIMO"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2014.6736761"},{"key":"ref1","article-title":"First 5G NR specs approved","year":"2017"},{"key":"ref20","article-title":"Spatial characteristics\n of distortion radiated from antenna arrays with transceiver nonlinearities","author":"moll\u00e9n","year":"2017"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2016.2619343"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-44971-5"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2017.2706179"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2017.7953406"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2016.2535132"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2015.2494600"},{"key":"ref50","first-page":"133","article-title":"28\ufffdnm FDSOI technology platform for\n high-speed low-voltage digital applications","author":"planes","year":"0","journal-title":"Proc IEEE Symp VLSI Technol"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2017.7952802"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/49.895036"},{"key":"ref58","year":"2015"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TVLSI.2009.2012863"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/ISSCC.2012.6177103"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/MDT.2010.50"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/ETS.2013.6569370"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/s11265-015-1096-z"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/EuCNC.2017.7980739"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/2348543.2348553"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2015.2492539"},{"key":"ref40","first-page":"5483","article-title":"An eigen-based approach for enhancing matrix inversion approximation in Massive MIMO systems","volume":"66","author":"lee","year":"2017","journal-title":"IEEE Trans Veh Technol"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/JETCAS.2017.2775151"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/2486001.2486016"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ACSSC.2016.7869172"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2011.6056691"},{"key":"ref16","article-title":"Impact of spatial\n filtering on distortion from low-noise amplifiers in Massive MIMO base stations","author":"moll\u00e9n","year":"0","journal-title":"IEEE Trans Commun"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TMTT.2011.2164550"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1002\/9780470759028"},{"key":"ref19","article-title":"Out-of-band radiation from antenna arrays clarified","author":"larsson","year":"0","journal-title":"IEEE Wireless Commun Lett"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2017.2686678"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781316799895"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2017.1600400"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CC.2017.8246333"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1186\/s13638-017-0879-2"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1561\/2000000093"},{"key":"ref49","first-page":"224","article-title":"A 1.8\ufffdGb\/s 70.6\ufffdpJ\/b 12816 link-adaptive near-optimal Massive MIMO\n detector in 28nm UTBB-FDSOI","author":"wei","year":"0","journal-title":"Proc IEEE Int Solid-State Circuits Conf"},{"key":"ref9","first-page":"260","article-title":"Implementation of low-latency signal\n processing and data shuffling for TDD Massive MIMO systems","author":"malkowsky","year":"0","journal-title":"Proc IEEE Int Workshop Signal Process Syst"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT.2016.7541424"},{"key":"ref45","first-page":"60","article-title":"A 60\ufffdpJ\/b 300\ufffdMb\/s 128 &#x00D7;\n 8 Massive MIMO precoder-detector in 28 nm FD-SOI","author":"prabhu","year":"0","journal-title":"Proc IEEE Int Solid-State Circuits Conf"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/SPAWC.2014.6941316"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/ISCAS.2017.8050312"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2014.7037382"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2017.2761876"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2015.7248549"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TCSI.2016.2611645"}],"container-title":["IEEE Transactions on Signal Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/78\/8434076\/08416771.pdf?arnumber=8416771","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T17:02:57Z","timestamp":1643216577000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8416771\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,9,15]]},"references-count":77,"journal-issue":{"issue":"18"},"URL":"https:\/\/doi.org\/10.1109\/tsp.2018.2858190","relation":{},"ISSN":["1053-587X","1941-0476"],"issn-type":[{"value":"1053-587X","type":"print"},{"value":"1941-0476","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,9,15]]}}}