{"id":"https://openalex.org/W3172457571","doi":"https://doi.org/10.1109/tvt.2021.3087132","title":"Multi-Label Learning Based Antenna Selection in Massive MIMO Systems","display_name":"Multi-Label Learning Based Antenna Selection in Massive MIMO Systems","publication_year":2021,"publication_date":"2021-06-09","ids":{"openalex":"https://openalex.org/W3172457571","doi":"https://doi.org/10.1109/tvt.2021.3087132","mag":"3172457571"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2021.3087132","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2021.3087132","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Vehicular Technology","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/A5103168345","display_name":"Wentao Yu","orcid":"https://orcid.org/0000-0003-0096-4128"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wentao Yu","raw_affiliation_strings":["School of Electronic Science and Engineering, Nanjing University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Science and Engineering, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100417416","display_name":"Tianyu Wang","orcid":"https://orcid.org/0000-0001-9578-5039"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianyu Wang","raw_affiliation_strings":["School of Electronic Science and Engineering, Nanjing University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-9578-5039","affiliations":[{"raw_affiliation_string":"School of Electronic Science and Engineering, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100664829","display_name":"Shaowei Wang","orcid":"https://orcid.org/0000-0003-0143-556X"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaowei Wang","raw_affiliation_strings":["School of Electronic Science and Engineering, Nanjing University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-0143-556X","affiliations":[{"raw_affiliation_string":"School of Electronic Science and Engineering, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I881766915"],"apc_list":null,"apc_paid":null,"fwci":29.8927,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.99330381,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"70","issue":"7","first_page":"7255","last_page":"7260"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10069","display_name":"Antenna Design and Analysis","score":0.9686999917030334,"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"}},"topics":[{"id":"https://openalex.org/T10069","display_name":"Antenna Design and Analysis","score":0.9686999917030334,"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"}},{"id":"https://openalex.org/T11946","display_name":"Antenna Design and Optimization","score":0.9646999835968018,"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"}},{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9623000025749207,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/antenna","display_name":"Antenna (radio)","score":0.6694492101669312},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.5836442112922668},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5819575190544128},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.5679927468299866},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.5153838396072388},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4819462299346924},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4773435890674591},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.4656207263469696},{"id":"https://openalex.org/keywords/directional-antenna","display_name":"Directional antenna","score":0.4288357198238373},{"id":"https://openalex.org/keywords/reconfigurable-antenna","display_name":"Reconfigurable antenna","score":0.4101629853248596},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.37966853380203247},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33262282609939575},{"id":"https://openalex.org/keywords/omnidirectional-antenna","display_name":"Omnidirectional antenna","score":0.2993199825286865},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17721006274223328},{"id":"https://openalex.org/keywords/antenna-efficiency","display_name":"Antenna efficiency","score":0.15742987394332886},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15246835350990295}],"concepts":[{"id":"https://openalex.org/C21822782","wikidata":"https://www.wikidata.org/wiki/Q131214","display_name":"Antenna (radio)","level":2,"score":0.6694492101669312},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.5836442112922668},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5819575190544128},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.5679927468299866},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.5153838396072388},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4819462299346924},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4773435890674591},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.4656207263469696},{"id":"https://openalex.org/C64671776","wikidata":"https://www.wikidata.org/wiki/Q769152","display_name":"Directional antenna","level":3,"score":0.4288357198238373},{"id":"https://openalex.org/C131369404","wikidata":"https://www.wikidata.org/wiki/Q7554278","display_name":"Reconfigurable antenna","level":5,"score":0.4101629853248596},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.37966853380203247},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33262282609939575},{"id":"https://openalex.org/C24027999","wikidata":"https://www.wikidata.org/wiki/Q2176348","display_name":"Omnidirectional antenna","level":3,"score":0.2993199825286865},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17721006274223328},{"id":"https://openalex.org/C160844929","wikidata":"https://www.wikidata.org/wiki/Q55604036","display_name":"Antenna efficiency","level":4,"score":0.15742987394332886},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15246835350990295}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tvt.2021.3087132","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2021.3087132","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Vehicular Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.4699999988079071,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G2397308866","display_name":null,"funder_award_id":"61801208","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6656072762","display_name":null,"funder_award_id":"U1936202","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8700549466","display_name":null,"funder_award_id":"61931023","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1523385540","https://openalex.org/W1855653084","https://openalex.org/W2072599023","https://openalex.org/W2094655360","https://openalex.org/W2100235303","https://openalex.org/W2114315281","https://openalex.org/W2119466907","https://openalex.org/W2120867684","https://openalex.org/W2141682101","https://openalex.org/W2477563955","https://openalex.org/W2567071850","https://openalex.org/W2707890836","https://openalex.org/W2733128608","https://openalex.org/W2885194946","https://openalex.org/W2885409810","https://openalex.org/W2899273385","https://openalex.org/W2899675781","https://openalex.org/W2963287528","https://openalex.org/W2992096220","https://openalex.org/W2995143432","https://openalex.org/W2999551807","https://openalex.org/W3039638116","https://openalex.org/W3044231921","https://openalex.org/W3045685039","https://openalex.org/W3083049128","https://openalex.org/W3084857938","https://openalex.org/W3111293474","https://openalex.org/W6631216910","https://openalex.org/W6739917289","https://openalex.org/W6741054958","https://openalex.org/W6756026151","https://openalex.org/W6780758625"],"related_works":["https://openalex.org/W3013693939","https://openalex.org/W2566616303","https://openalex.org/W2159052453","https://openalex.org/W2134520490","https://openalex.org/W4285590736","https://openalex.org/W4388757850","https://openalex.org/W4391095902","https://openalex.org/W2061417030","https://openalex.org/W2288716091","https://openalex.org/W2080883055"],"abstract_inverted_index":{"Antenna":[0],"selection":[1],"(AS)":[2],"is":[3,80],"a":[4,32,47,66,76,90,107,143],"signal":[5],"processing":[6],"technology":[7],"that":[8,51],"can":[9,20,112,164],"greatly":[10],"reduce":[11],"the":[12,22,35,55,58,84,95,114,124,137,155],"hardware":[13],"complexity":[14,50],"of":[15,24,34,57,86,118,136,139],"multi-antenna":[16],"systems.":[17],"Specifically,":[18,94],"AS":[19,44,68],"decrease":[21],"number":[23],"required":[25],"radio":[26],"frequency":[27],"chains":[28],"by":[29],"activating":[30],"only":[31],"subset":[33],"available":[36],"antennas":[37,88,141],"in":[38,106,152],"each":[39],"transmission":[40],"slot.":[41],"However,":[42],"optimal":[43],"suffers":[45],"from":[46],"high":[48],"computational":[49],"increases":[52],"exponentially":[53],"with":[54,142,154,168],"scale":[56],"antenna":[59],"array.":[60],"In":[61],"this":[62],"paper,":[63],"we":[64],"propose":[65],"low-complexity":[67],"algorithm":[69],"based":[70,158],"on":[71],"multi-label":[72],"learning":[73,146],"(MLL),":[74],"where":[75],"deep":[77,99],"neural":[78],"network":[79,97,109],"employed":[81],"to":[82,131],"determine":[83],"set":[85,138],"selected":[87,127,140],"for":[89],"given":[91],"channel":[92,119],"matrix.":[93],"MLL":[96],"combines":[98],"canonical":[100],"correlation":[101],"analysis":[102],"and":[103],"an":[104,133],"autoencoder":[105],"unified":[108],"structure,":[110],"which":[111],"extract":[113],"low":[115],"dimensional":[116],"features":[117],"matrix":[120],"as":[121,123,130],"well":[122],"interdependency":[125],"among":[126],"antennas,":[128],"so":[129],"achieve":[132,165],"accurate":[134],"prediction":[135],"relatively":[144],"small-scale":[145],"model.":[147],"Simulation":[148],"results":[149],"show":[150],"that,":[151],"comparison":[153],"convex":[156],"relaxation":[157],"method,":[159],"our":[160],"proposed":[161],"MLL-based":[162],"method":[163],"comparable":[166],"capacity":[167],"significantly":[169],"reduced":[170],"computation":[171],"time.":[172]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":5}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
