{"id":"https://openalex.org/W3090564505","doi":"https://doi.org/10.1109/twc.2020.3026471","title":"Learnable MIMO Detection Networks Based on Inexact ADMM","display_name":"Learnable MIMO Detection Networks Based on Inexact ADMM","publication_year":2020,"publication_date":"2020-10-01","ids":{"openalex":"https://openalex.org/W3090564505","doi":"https://doi.org/10.1109/twc.2020.3026471","mag":"3090564505"},"language":"en","primary_location":{"id":"doi:10.1109/twc.2020.3026471","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2020.3026471","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Wireless Communications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100629728","display_name":"Minsik Kim","orcid":"https://orcid.org/0000-0002-0502-5464"},"institutions":[{"id":"https://openalex.org/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Minsik Kim","raw_affiliation_strings":["Department of Information and Communication Engineering, Inha University, Incheon, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-0502-5464","affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, Inha University, Incheon, South Korea","institution_ids":["https://openalex.org/I191879574"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083539980","display_name":"Daeyoung Park","orcid":"https://orcid.org/0000-0001-8573-3526"},"institutions":[{"id":"https://openalex.org/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Daeyoung Park","raw_affiliation_strings":["Department of Information and Communication Engineering, Inha University, Incheon, South Korea"],"raw_orcid":"https://orcid.org/0000-0001-8573-3526","affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, Inha University, Incheon, South Korea","institution_ids":["https://openalex.org/I191879574"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100629728"],"corresponding_institution_ids":["https://openalex.org/I191879574"],"apc_list":null,"apc_paid":null,"fwci":1.6307,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.8748098,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"20","issue":"1","first_page":"565","last_page":"576"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10931","display_name":"Direction-of-Arrival Estimation Techniques","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11946","display_name":"Antenna Design and Optimization","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.7492117881774902},{"id":"https://openalex.org/keywords/gradient-descent","display_name":"Gradient descent","score":0.6437923908233643},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.617747962474823},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5642635822296143},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.5579057335853577},{"id":"https://openalex.org/keywords/stochastic-gradient-descent","display_name":"Stochastic gradient descent","score":0.54759281873703},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5181925892829895},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4969055950641632},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3984380066394806},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34372758865356445},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.28896671533584595},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19117501378059387},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09889441728591919}],"concepts":[{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.7492117881774902},{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.6437923908233643},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.617747962474823},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5642635822296143},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.5579057335853577},{"id":"https://openalex.org/C206688291","wikidata":"https://www.wikidata.org/wiki/Q7617819","display_name":"Stochastic gradient descent","level":3,"score":0.54759281873703},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5181925892829895},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4969055950641632},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3984380066394806},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34372758865356445},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.28896671533584595},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19117501378059387},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09889441728591919},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/twc.2020.3026471","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2020.3026471","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Wireless Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3555068972","display_name":null,"funder_award_id":"2019R1A2C1005512","funder_id":"https://openalex.org/F4320322030","funder_display_name":"Ministry of Science, ICT and Future Planning"},{"id":"https://openalex.org/G6867656530","display_name":null,"funder_award_id":"2020-0-01389","funder_id":"https://openalex.org/F4320322030","funder_display_name":"Ministry of Science, ICT and Future Planning"}],"funders":[{"id":"https://openalex.org/F4320322030","display_name":"Ministry of Science, ICT and Future Planning","ror":"https://ror.org/032e49973"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1900669773","https://openalex.org/W1980454827","https://openalex.org/W1997834106","https://openalex.org/W2063089586","https://openalex.org/W2064675550","https://openalex.org/W2065030431","https://openalex.org/W2076261573","https://openalex.org/W2097117768","https://openalex.org/W2103496339","https://openalex.org/W2107857031","https://openalex.org/W2118103795","https://openalex.org/W2124541940","https://openalex.org/W2127271355","https://openalex.org/W2137983211","https://openalex.org/W2139317044","https://openalex.org/W2164278908","https://openalex.org/W2296366773","https://openalex.org/W2402144811","https://openalex.org/W2619204584","https://openalex.org/W2748593636","https://openalex.org/W2804075771","https://openalex.org/W2885153985","https://openalex.org/W2902315384","https://openalex.org/W2946304400","https://openalex.org/W2953384591","https://openalex.org/W2962956060","https://openalex.org/W2963639080","https://openalex.org/W2964005480","https://openalex.org/W2964121744","https://openalex.org/W3146803896","https://openalex.org/W3159913259","https://openalex.org/W4241652050","https://openalex.org/W4288351536","https://openalex.org/W4292363360","https://openalex.org/W6631190155","https://openalex.org/W6639581634","https://openalex.org/W6677645113","https://openalex.org/W6713134421","https://openalex.org/W6754009544","https://openalex.org/W6762973898"],"related_works":["https://openalex.org/W1998698147","https://openalex.org/W4206903459","https://openalex.org/W2754816816","https://openalex.org/W4366280654","https://openalex.org/W3160167280","https://openalex.org/W4231621013","https://openalex.org/W4362706668","https://openalex.org/W3008318776","https://openalex.org/W1977633006","https://openalex.org/W2041416246"],"abstract_inverted_index":{"In":[0],"this":[1],"article,":[2],"we":[3],"present":[4],"a":[5,24,41,82],"new":[6],"iterative":[7],"MIMO":[8],"detection":[9,66],"algorithm":[10,39,61],"based":[11],"on":[12],"inexact":[13],"alternating":[14],"direction":[15],"method":[16],"of":[17,45,81,85],"multipliers.":[18],"Each":[19],"iteration":[20],"is":[21],"considered":[22],"as":[23],"neural":[25],"network":[26,67],"layer":[27],"with":[28,40],"learnable":[29,65],"parameters,":[30],"which":[31],"are":[32],"optimized":[33],"by":[34],"the":[35,46,50,59,63,75,79],"stochastic":[36],"gradient":[37],"descent":[38],"training":[42],"data":[43],"set":[44],"received":[47],"vectors":[48],"and":[49,68],"ground":[51],"truth":[52],"transmitted":[53],"signals.":[54],"Numerical":[55],"results":[56],"show":[57],"that":[58],"proposed":[60],"outperforms":[62],"existing":[64],"it":[69],"achieves":[70],"near-optimal":[71],"performance":[72],"close":[73],"to":[74],"sphere":[76],"decoder":[77],"in":[78],"case":[80],"large":[83],"number":[84],"receive":[86],"antennas.":[87]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}