{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,26]],"date-time":"2026-02-26T04:22:15Z","timestamp":1772079735385,"version":"3.50.1"},"reference-count":27,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"name":"\u201cFlex-5G\u201d Project, a winner of the U.K. \u2019s Department for Science, Innovation and Technology (DSIT) and Future RAN Competition"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/access.2023.3311821","type":"journal-article","created":{"date-parts":[[2023,9,4]],"date-time":"2023-09-04T18:13:18Z","timestamp":1693851198000},"page":"97493-97502","source":"Crossref","is-referenced-by-count":12,"title":["An Assessment of Deep Learning Versus Massively Parallel, Non-Linear Methods for Highly-Efficient MIMO Detection"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8978-4432","authenticated-orcid":false,"given":"J. C.","family":"De Luna Ducoing","sequence":"first","affiliation":[{"name":"Wireless Systems Laboratory, 5G and 6G Innovation Centre, Institute for Communication Systems, University of Surrey, Guildford, U.K"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7846-548X","authenticated-orcid":false,"given":"Chathura","family":"Jayawardena","sequence":"additional","affiliation":[{"name":"Wireless Systems Laboratory, 5G and 6G Innovation Centre, Institute for Communication Systems, University of Surrey, Guildford, U.K"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3056-7748","authenticated-orcid":false,"given":"Konstantinos","family":"Nikitopoulos","sequence":"additional","affiliation":[{"name":"Wireless Systems Laboratory, 5G and 6G Innovation Centre, Institute for Communication Systems, University of Surrey, Guildford, U.K"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/SiPS47522.2019.9020494"},{"key":"ref12","article-title":"Deep unfolding: Model-based inspiration of novel deep architectures","author":"hershey","year":"2014","journal-title":"arXiv 1409 2574"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3012785"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2019.2924010"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2014.2332349"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2022.3191344"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/BF01553893"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-022-05172-4"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2020.3035832"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2019.2899805"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.2996144"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2020.2976585"},{"key":"ref24","year":"2019","journal-title":"Physical Channels and Modulation"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2010.938758"},{"key":"ref26","first-page":"637","article-title":"Quantum annealing for next-generation MU-MIMO detection: Evaluation and challenges","author":"ducoing","year":"2022","journal-title":"Proc IEEE Int Conf Commun"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ISCCSP.2010.5463370"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2021.3135542"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ISSSE.1998.738086"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2020.3045199"},{"key":"ref27","year":"2018","journal-title":"Study on Channel Model for Frequencies From 0 5 to 100 GHz"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2924220"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.21594"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2022.3158367"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2018.2874002"},{"key":"ref3","first-page":"197","article-title":"FlexCore: Massively parallel and flexible processing for large MIMO access points","author":"husmann","year":"2017","journal-title":"Proc 14th USENIX Symp Netw Syst Design Implement (NSDI)"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/MeditCom49071.2021.9647677"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2019.2949812"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10005208\/10239294.pdf?arnumber=10239294","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,15]],"date-time":"2023-09-15T17:46:26Z","timestamp":1694799986000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10239294\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1109\/access.2023.3311821","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]}}}