{"id":"https://openalex.org/W4285234758","doi":"https://doi.org/10.1109/lwc.2022.3177162","title":"Deep Phase-Transmittance RBF Neural Network for Beamforming With Multiple Users","display_name":"Deep Phase-Transmittance RBF Neural Network for Beamforming With Multiple Users","publication_year":2022,"publication_date":"2022-05-23","ids":{"openalex":"https://openalex.org/W4285234758","doi":"https://doi.org/10.1109/lwc.2022.3177162"},"language":"en","primary_location":{"id":"doi:10.1109/lwc.2022.3177162","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2022.3177162","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"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 Wireless Communications Letters","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/A5081918620","display_name":"Kayol S. Mayer","orcid":"https://orcid.org/0000-0002-8837-153X"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Kayol Soares Mayer","raw_affiliation_strings":["Department of Communications, School of Electrical and Computer Engineering, Digital Communications Laboratory, University of Campinas, Campinas, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-8837-153X","affiliations":[{"raw_affiliation_string":"Department of Communications, School of Electrical and Computer Engineering, Digital Communications Laboratory, University of Campinas, Campinas, Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079789897","display_name":"Candice M\u00fcller","orcid":"https://orcid.org/0000-0001-8177-6115"},"institutions":[{"id":"https://openalex.org/I33501960","display_name":"Universidade Federal de Santa Maria","ror":"https://ror.org/01b78mz79","country_code":"BR","type":"education","lineage":["https://openalex.org/I33501960"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Candice Muller","raw_affiliation_strings":["Department of Electronics and Computing, Technology Center, Federal University of Santa Maria (UFSM), Santa Maria, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-8177-6115","affiliations":[{"raw_affiliation_string":"Department of Electronics and Computing, Technology Center, Federal University of Santa Maria (UFSM), Santa Maria, Brazil","institution_ids":["https://openalex.org/I33501960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034416344","display_name":"Jonathan Aguiar Soares","orcid":"https://orcid.org/0000-0002-1659-7599"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jonathan Aguiar Soares","raw_affiliation_strings":["Department of Communications, School of Electrical and Computer Engineering, Digital Communications Laboratory, University of Campinas, Campinas, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Communications, School of Electrical and Computer Engineering, Digital Communications Laboratory, University of Campinas, Campinas, Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057590620","display_name":"F.C.C. De Castro","orcid":"https://orcid.org/0000-0002-1344-2698"},"institutions":[{"id":"https://openalex.org/I33501960","display_name":"Universidade Federal de Santa Maria","ror":"https://ror.org/01b78mz79","country_code":"BR","type":"education","lineage":["https://openalex.org/I33501960"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Fernando Cesar Comparsi de Castro","raw_affiliation_strings":["Department of Electronics and Computing, Technology Center, Federal University of Santa Maria (UFSM), Santa Maria, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-1344-2698","affiliations":[{"raw_affiliation_string":"Department of Electronics and Computing, Technology Center, Federal University of Santa Maria (UFSM), Santa Maria, Brazil","institution_ids":["https://openalex.org/I33501960"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065208699","display_name":"Dalton S. Arantes","orcid":"https://orcid.org/0000-0002-8597-3404"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Dalton Soares Arantes","raw_affiliation_strings":["Department of Communications, School of Electrical and Computer Engineering, Digital Communications Laboratory, University of Campinas, Campinas, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-8597-3404","affiliations":[{"raw_affiliation_string":"Department of Communications, School of Electrical and Computer Engineering, Digital Communications Laboratory, University of Campinas, Campinas, Brazil","institution_ids":["https://openalex.org/I181391015"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5081918620"],"corresponding_institution_ids":["https://openalex.org/I181391015"],"apc_list":null,"apc_paid":null,"fwci":12.749,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.98073945,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"11","issue":"7","first_page":"1498","last_page":"1502"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11946","display_name":"Antenna Design and Optimization","score":0.9980000257492065,"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/T11946","display_name":"Antenna Design and Optimization","score":0.9980000257492065,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9947999715805054,"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"}},{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9923999905586243,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/beamforming","display_name":"Beamforming","score":0.7878371477127075},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7658286094665527},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5835967063903809},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.5701303482055664},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5672798156738281},{"id":"https://openalex.org/keywords/radial-basis-function","display_name":"Radial basis function","score":0.5580036044120789},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4834383428096771},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4510379433631897},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.44410961866378784},{"id":"https://openalex.org/keywords/spectral-efficiency","display_name":"Spectral efficiency","score":0.43269675970077515},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.35498425364494324},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35417234897613525},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.35021865367889404},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3168160021305084},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.24405217170715332},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12448683381080627}],"concepts":[{"id":"https://openalex.org/C54197355","wikidata":"https://www.wikidata.org/wiki/Q5782992","display_name":"Beamforming","level":2,"score":0.7878371477127075},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7658286094665527},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5835967063903809},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.5701303482055664},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5672798156738281},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.5580036044120789},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4834383428096771},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4510379433631897},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.44410961866378784},{"id":"https://openalex.org/C137246740","wikidata":"https://www.wikidata.org/wiki/Q583970","display_name":"Spectral efficiency","level":3,"score":0.43269675970077515},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.35498425364494324},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35417234897613525},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.35021865367889404},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3168160021305084},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.24405217170715332},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12448683381080627},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lwc.2022.3177162","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2022.3177162","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"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 Wireless Communications Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8999999761581421,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1528288284","https://openalex.org/W2019440389","https://openalex.org/W2070857393","https://openalex.org/W2115447905","https://openalex.org/W2141804730","https://openalex.org/W2143572124","https://openalex.org/W2592447944","https://openalex.org/W2891503716","https://openalex.org/W2894085760","https://openalex.org/W2895966359","https://openalex.org/W2909291211","https://openalex.org/W2912719095","https://openalex.org/W2935803308","https://openalex.org/W2950076231","https://openalex.org/W2959621053","https://openalex.org/W2963811545","https://openalex.org/W2995932677","https://openalex.org/W3000713239","https://openalex.org/W3022385148","https://openalex.org/W3121141908","https://openalex.org/W3126426134","https://openalex.org/W3168131270","https://openalex.org/W3184674930","https://openalex.org/W3193529253","https://openalex.org/W3208256233","https://openalex.org/W4200294740","https://openalex.org/W4206645272","https://openalex.org/W4206786077","https://openalex.org/W6737947904"],"related_works":["https://openalex.org/W2963170046","https://openalex.org/W2376244802","https://openalex.org/W2724724053","https://openalex.org/W2134916061","https://openalex.org/W2155567810","https://openalex.org/W4381785485","https://openalex.org/W4205696264","https://openalex.org/W3010469571","https://openalex.org/W2463053673","https://openalex.org/W2393478743"],"abstract_inverted_index":{"In":[0,32,65],"recent":[1],"years,":[2],"beamforming":[3,52],"has":[4],"been":[5],"vital":[6],"to":[7,53,74,84],"increasing":[8],"the":[9,15,25,39,66,70,98,126],"spectral":[10],"and":[11,17,30,78,110],"energy":[12],"efficiency":[13],"of":[14,27,92],"current":[16],"next-generation":[18],"wireless":[19,55],"communication":[20],"systems,":[21],"such":[22,33],"as":[23],"5G,":[24],"Internet":[26],"Things":[28],"(IoT),":[29],"beyond.":[31],"a":[34],"context,":[35],"this":[36,93],"letter":[37],"extends":[38],"previously":[40],"proposed":[41,67,99],"single":[42,87],"user,":[43],"multiple-input":[44,61],"single-output":[45],"(SU-MISO)":[46],"phase-transmittance":[47],"radial":[48],"basis":[49],"function":[50],"(PT-RBF)":[51],"self-organizing":[54],"network":[56,96],"receivers":[57],"with":[58,106,119,125],"multiple":[59,76,79,104],"users,":[60],"multiple-output":[62],"(MU-MIMO)":[63],"beamforming.":[64],"novel":[68],"approach,":[69],"PT-RBF":[71,101],"is":[72],"designed":[73],"support":[75],"outputs":[77],"layers,":[80],"an":[81],"innovation":[82],"compared":[83,117],"previous":[85],"shallow":[86],"output":[88],"PT-RBF.":[89],"On":[90],"account":[91],"deep":[94,100],"neural":[95,122],"architecture,":[97],"can":[102],"handle":[103],"users":[105],"different":[107],"modulation":[108],"formats":[109],"distinct":[111],"orders,":[112],"presenting":[113],"better":[114],"results":[115],"when":[116],"either":[118],"other":[120],"complex-valued":[121],"networks":[123],"or":[124],"normalized":[127],"least":[128],"mean":[129],"square":[130],"algorithm.":[131]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
