{"id":"https://openalex.org/W4367315342","doi":"https://doi.org/10.3390/s23094359","title":"A Literature Survey on AI-Aided Beamforming and Beam Management for 5G and 6G Systems","display_name":"A Literature Survey on AI-Aided Beamforming and Beam Management for 5G and 6G Systems","publication_year":2023,"publication_date":"2023-04-28","ids":{"openalex":"https://openalex.org/W4367315342","doi":"https://doi.org/10.3390/s23094359","pmid":"https://pubmed.ncbi.nlm.nih.gov/37177563"},"language":"en","primary_location":{"id":"doi:10.3390/s23094359","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23094359","pdf_url":"https://www.mdpi.com/1424-8220/23/9/4359/pdf?version=1682672210","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/9/4359/pdf?version=1682672210","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029162815","display_name":"Davi da Silva Brilhante","orcid":"https://orcid.org/0000-0001-6103-0834"},"institutions":[{"id":"https://openalex.org/I122140584","display_name":"Universidade Federal do Rio de Janeiro","ror":"https://ror.org/03490as77","country_code":"BR","type":"education","lineage":["https://openalex.org/I122140584"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Davi da Silva Brilhante","raw_affiliation_strings":["Laboratory for Modeling, Analysis, and Development of Networks and Computer Systems (LAND), Federal University of Rio de Janeiro (UFRJ), Rio de Janeiro 21941-901, RJ, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-6103-0834","affiliations":[{"raw_affiliation_string":"Laboratory for Modeling, Analysis, and Development of Networks and Computer Systems (LAND), Federal University of Rio de Janeiro (UFRJ), Rio de Janeiro 21941-901, RJ, Brazil","institution_ids":["https://openalex.org/I122140584"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031927715","display_name":"Joanna Carolina Manjarres","orcid":"https://orcid.org/0000-0003-1124-4601"},"institutions":[{"id":"https://openalex.org/I122140584","display_name":"Universidade Federal do Rio de Janeiro","ror":"https://ror.org/03490as77","country_code":"BR","type":"education","lineage":["https://openalex.org/I122140584"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Joanna Carolina Manjarres","raw_affiliation_strings":["Laboratory for Modeling, Analysis, and Development of Networks and Computer Systems (LAND), Federal University of Rio de Janeiro (UFRJ), Rio de Janeiro 21941-901, RJ, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-1124-4601","affiliations":[{"raw_affiliation_string":"Laboratory for Modeling, Analysis, and Development of Networks and Computer Systems (LAND), Federal University of Rio de Janeiro (UFRJ), Rio de Janeiro 21941-901, RJ, Brazil","institution_ids":["https://openalex.org/I122140584"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081908335","display_name":"Rodrigo Moreira","orcid":"https://orcid.org/0000-0002-9328-8618"},"institutions":[{"id":"https://openalex.org/I146165071","display_name":"Universidade Federal de Vi\u00e7osa","ror":"https://ror.org/0409dgb37","country_code":"BR","type":"education","lineage":["https://openalex.org/I146165071"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rodrigo Moreira","raw_affiliation_strings":["Institute of Exact and Technological Sciences (IEP), Federal University of Vi\u00e7osa (UFV), Rio Parana\u00edba 38810-000, MG, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-9328-8618","affiliations":[{"raw_affiliation_string":"Institute of Exact and Technological Sciences (IEP), Federal University of Vi\u00e7osa (UFV), Rio Parana\u00edba 38810-000, MG, Brazil","institution_ids":["https://openalex.org/I146165071"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044648868","display_name":"Lucas de Oliveira Veiga","orcid":"https://orcid.org/0000-0002-8264-1092"},"institutions":[{"id":"https://openalex.org/I8165072","display_name":"Universidade Federal de Itajub\u00e1","ror":"https://ror.org/00235nr42","country_code":"BR","type":"education","lineage":["https://openalex.org/I8165072"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lucas de Oliveira Veiga","raw_affiliation_strings":["Institute of Systems Engineering and Information Technology, Federal University of Itajub\u00e1, Itajub\u00e1 37500-903, MG, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-8264-1092","affiliations":[{"raw_affiliation_string":"Institute of Systems Engineering and Information Technology, Federal University of Itajub\u00e1, Itajub\u00e1 37500-903, MG, Brazil","institution_ids":["https://openalex.org/I8165072"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082156730","display_name":"Jos\u00e9 Ferreira de Rezende","orcid":"https://orcid.org/0000-0002-5660-6488"},"institutions":[{"id":"https://openalex.org/I122140584","display_name":"Universidade Federal do Rio de Janeiro","ror":"https://ror.org/03490as77","country_code":"BR","type":"education","lineage":["https://openalex.org/I122140584"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 F. de Rezende","raw_affiliation_strings":["Laboratory for Modeling, Analysis, and Development of Networks and Computer Systems (LAND), Federal University of Rio de Janeiro (UFRJ), Rio de Janeiro 21941-901, RJ, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-5660-6488","affiliations":[{"raw_affiliation_string":"Laboratory for Modeling, Analysis, and Development of Networks and Computer Systems (LAND), Federal University of Rio de Janeiro (UFRJ), Rio de Janeiro 21941-901, RJ, Brazil","institution_ids":["https://openalex.org/I122140584"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078913220","display_name":"Francisco J. M\u00fcller","orcid":"https://orcid.org/0000-0003-4186-617X"},"institutions":[{"id":"https://openalex.org/I59606676","display_name":"Universidade Federal do Par\u00e1","ror":"https://ror.org/03q9sr818","country_code":"BR","type":"education","lineage":["https://openalex.org/I59606676"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Francisco M\u00fcller","raw_affiliation_strings":["LASSE-5G and IoT Research Group, Federal University of Par\u00e1 (UFPA), Bel\u00e9m 66075-110, PA, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-4186-617X","affiliations":[{"raw_affiliation_string":"LASSE-5G and IoT Research Group, Federal University of Par\u00e1 (UFPA), Bel\u00e9m 66075-110, PA, Brazil","institution_ids":["https://openalex.org/I59606676"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062442180","display_name":"Aldebaro Klautau","orcid":"https://orcid.org/0000-0001-7773-2080"},"institutions":[{"id":"https://openalex.org/I59606676","display_name":"Universidade Federal do Par\u00e1","ror":"https://ror.org/03q9sr818","country_code":"BR","type":"education","lineage":["https://openalex.org/I59606676"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Aldebaro Klautau","raw_affiliation_strings":["LASSE-5G and IoT Research Group, Federal University of Par\u00e1 (UFPA), Bel\u00e9m 66075-110, PA, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-7773-2080","affiliations":[{"raw_affiliation_string":"LASSE-5G and IoT Research Group, Federal University of Par\u00e1 (UFPA), Bel\u00e9m 66075-110, PA, Brazil","institution_ids":["https://openalex.org/I59606676"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052917187","display_name":"Luciano Leonel Mendes","orcid":"https://orcid.org/0000-0002-1996-7292"},"institutions":[{"id":"https://openalex.org/I71346753","display_name":"National Institute of Telecommunications","ror":"https://ror.org/0378w3a30","country_code":"BR","type":"facility","lineage":["https://openalex.org/I71346753"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Luciano Leonel Mendes","raw_affiliation_strings":["National Institute of Telecommunications (INATEL), Santa Rita do Sapuca\u00ed 37540-000, MG, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-1996-7292","affiliations":[{"raw_affiliation_string":"National Institute of Telecommunications (INATEL), Santa Rita do Sapuca\u00ed 37540-000, MG, Brazil","institution_ids":["https://openalex.org/I71346753"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017715993","display_name":"Felipe A. P. de Figueiredo","orcid":"https://orcid.org/0000-0002-2167-7286"},"institutions":[{"id":"https://openalex.org/I71346753","display_name":"National Institute of Telecommunications","ror":"https://ror.org/0378w3a30","country_code":"BR","type":"facility","lineage":["https://openalex.org/I71346753"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Felipe A. P. de Figueiredo","raw_affiliation_strings":["National Institute of Telecommunications (INATEL), Santa Rita do Sapuca\u00ed 37540-000, MG, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-2167-7286","affiliations":[{"raw_affiliation_string":"National Institute of Telecommunications (INATEL), Santa Rita do Sapuca\u00ed 37540-000, MG, Brazil","institution_ids":["https://openalex.org/I71346753"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5029162815"],"corresponding_institution_ids":["https://openalex.org/I122140584"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":6.1301,"has_fulltext":true,"cited_by_count":73,"citation_normalized_percentile":{"value":0.97637727,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"23","issue":"9","first_page":"4359","last_page":"4359"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9998000264167786,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9995999932289124,"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/T11946","display_name":"Antenna Design and Optimization","score":0.9994999766349792,"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/beamforming","display_name":"Beamforming","score":0.8619415760040283},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.6690118312835693},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.612373948097229},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.4909999668598175},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.46381303668022156},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.4535539746284485},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4363107681274414},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40637853741645813},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.39078229665756226},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38060471415519714},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.375347763299942},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3573784828186035},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3565405309200287},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3360241651535034},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.32813698053359985},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.25267693400382996}],"concepts":[{"id":"https://openalex.org/C54197355","wikidata":"https://www.wikidata.org/wiki/Q5782992","display_name":"Beamforming","level":2,"score":0.8619415760040283},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.6690118312835693},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.612373948097229},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.4909999668598175},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.46381303668022156},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.4535539746284485},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4363107681274414},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40637853741645813},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.39078229665756226},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38060471415519714},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.375347763299942},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3573784828186035},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3565405309200287},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3360241651535034},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.32813698053359985},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25267693400382996},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s23094359","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23094359","pdf_url":"https://www.mdpi.com/1424-8220/23/9/4359/pdf?version=1682672210","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:37177563","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37177563","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10181570","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10181570","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10181570/pdf/sensors-23-04359.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:c70d402818e047b4a75263a8b1b16bc3","is_oa":true,"landing_page_url":"https://doaj.org/article/c70d402818e047b4a75263a8b1b16bc3","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 23, Iss 9, p 4359 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/9/4359/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23094359","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 23; Issue 9; Pages: 4359","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23094359","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23094359","pdf_url":"https://www.mdpi.com/1424-8220/23/9/4359/pdf?version=1682672210","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1217348491","display_name":null,"funder_award_id":"2021/06946-0","funder_id":"https://openalex.org/F4320322749","funder_display_name":"Funda\u00e7\u00e3o Carlos Chagas Filho de Amparo \u00e0 Pesquisa do Estado do Rio de Janeiro"},{"id":"https://openalex.org/G1219079710","display_name":null,"funder_award_id":"UIDB/EEA/50008/2020","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G1229509979","display_name":null,"funder_award_id":"01250.075413/2018-04","funder_id":"https://openalex.org/F4320327335","funder_display_name":"Minist\u00e9rio da Ci\u00eancia, Tecnologia, Inova\u00e7\u00f5es e Comunica\u00e7\u00f5es"},{"id":"https://openalex.org/G1384204577","display_name":null,"funder_award_id":"01245.010604/2020-14","funder_id":"https://openalex.org/F4320327335","funder_display_name":"Minist\u00e9rio da Ci\u00eancia, Tecnologia, Inova\u00e7\u00f5es e Comunica\u00e7\u00f5es"},{"id":"https://openalex.org/G139415119","display_name":null,"funder_award_id":"UIDB/EEA/50008/2020","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G1669827218","display_name":null,"funder_award_id":"313036/2020-9","funder_id":"https://openalex.org/F4320319367","funder_display_name":"Instituto Nacional de Telecomunica\u00e7\u00f5es"},{"id":"https://openalex.org/G1698264447","display_name":null,"funder_award_id":"2020/05152-7 (PROFISSA)","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G1756574887","display_name":null,"funder_award_id":"2070.01.0004709/2021-28","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G1781884919","display_name":null,"funder_award_id":"UIDB/EEA/50008/2020","funder_id":"https://openalex.org/F4320323642","funder_display_name":"Minist\u00e9rio da Ci\u00eancia, Tecnologia e Ensino Superior"},{"id":"https://openalex.org/G1873470832","display_name":null,"funder_award_id":"2021/06946-0","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G1985036554","display_name":null,"funder_award_id":"2018/23097-3","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G2333310086","display_name":null,"funder_award_id":"2021/06946-0","funder_id":"https://openalex.org/F4320321992","funder_display_name":"Minist\u00e9rio da Ci\u00eancia, Tecnologia e Inova\u00e7\u00e3o"},{"id":"https://openalex.org/G2434051948","display_name":null,"funder_award_id":"2020/05152-7 (PROFISSA)","funder_id":"https://openalex.org/F4320319367","funder_display_name":"Instituto Nacional de Telecomunica\u00e7\u00f5es"},{"id":"https://openalex.org/G2476155133","display_name":null,"funder_award_id":"2070.01.0004709/2021-28","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G2508125775","display_name":null,"funder_award_id":"2022/03457-0 (SAMURAI)","funder_id":"https://openalex.org/F4320322749","funder_display_name":"Funda\u00e7\u00e3o Carlos Chagas Filho de Amparo \u00e0 Pesquisa do Estado do Rio de Janeiro"},{"id":"https://openalex.org/G2616452922","display_name":null,"funder_award_id":"UIDB/EEA/50008/2020","funder_id":"https://openalex.org/F4320327335","funder_display_name":"Minist\u00e9rio da Ci\u00eancia, Tecnologia, Inova\u00e7\u00f5es e Comunica\u00e7\u00f5es"},{"id":"https://openalex.org/G2618103455","display_name":null,"funder_award_id":"01250.075413/2018-04","funder_id":"https://openalex.org/F4320321992","funder_display_name":"Minist\u00e9rio da Ci\u00eancia, Tecnologia e Inova\u00e7\u00e3o"},{"id":"https://openalex.org/G2686523273","display_name":null,"funder_award_id":"01245.010604/2020-14","funder_id":"https://openalex.org/F4320319367","funder_display_name":"Instituto Nacional de Telecomunica\u00e7\u00f5es"},{"id":"https://openalex.org/G26889089","display_name":null,"funder_award_id":"UIDB/EEA/50008/2020","funder_id":"https://openalex.org/F4320319367","funder_display_name":"Instituto Nacional de Telecomunica\u00e7\u00f5es"},{"id":"https://openalex.org/G2716566129","display_name":null,"funder_award_id":"403827/2021-3","funder_id":"https://openalex.org/F4320322749","funder_display_name":"Funda\u00e7\u00e3o Carlos Chagas Filho de Amparo \u00e0 Pesquisa do Estado do Rio de Janeiro"},{"id":"https://openalex.org/G2720062454","display_name":null,"funder_award_id":"2020/05152-7","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G2966720232","display_name":null,"funder_award_id":"2021/06946-0","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G3016618895","display_name":null,"funder_award_id":"2021/06946-0","funder_id":"https://openalex.org/F4320319367","funder_display_name":"Instituto Nacional de Telecomunica\u00e7\u00f5es"},{"id":"https://openalex.org/G3022852866","display_name":null,"funder_award_id":"2021/06946-0","funder_id":"https://openalex.org/F4320327335","funder_display_name":"Minist\u00e9rio da Ci\u00eancia, Tecnologia, Inova\u00e7\u00f5es e Comunica\u00e7\u00f5es"},{"id":"https://openalex.org/G3344110871","display_name":null,"funder_award_id":"2018/23097-3 (SFI2)","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G33895191","display_name":null,"funder_award_id":"UIDB/EEA/50008/2020","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G3497353455","display_name":null,"funder_award_id":"2022/03457-0 (SAMURAI)","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G3814563887","display_name":null,"funder_award_id":"01250.075413/2018-04","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G3850789590","display_name":null,"funder_award_id":"50008","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G3963341722","display_name":null,"funder_award_id":"2018/23097-3 (SFI2)","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G4023674271","display_name":null,"funder_award_id":"01250.075413/2018-04","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G4283745296","display_name":null,"funder_award_id":"01245.010604/2020-14","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G4532999499","display_name":null,"funder_award_id":"2018/23097-3 (SFI2)","funder_id":"https://openalex.org/F4320322749","funder_display_name":"Funda\u00e7\u00e3o Carlos Chagas Filho de Amparo \u00e0 Pesquisa do Estado do Rio de Janeiro"},{"id":"https://openalex.org/G4626548911","display_name":null,"funder_award_id":"01250.075413/2018-04","funder_id":"https://openalex.org/F4320322749","funder_display_name":"Funda\u00e7\u00e3o Carlos Chagas Filho de Amparo \u00e0 Pesquisa do Estado do Rio de Janeiro"},{"id":"https://openalex.org/G4903328769","display_name":null,"funder_award_id":"2020/05152-7 (PROFISSA)","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G4904073550","display_name":null,"funder_award_id":"313036/2020-9","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G497239743","display_name":null,"funder_award_id":"313036/2020-9","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G5080899062","display_name":null,"funder_award_id":"2020/05152-7 (PROFISSA)","funder_id":"https://openalex.org/F4320327335","funder_display_name":"Minist\u00e9rio da Ci\u00eancia, Tecnologia, Inova\u00e7\u00f5es e Comunica\u00e7\u00f5es"},{"id":"https://openalex.org/G5094188500","display_name":null,"funder_award_id":"2070.01.0004709/2021-28","funder_id":"https://openalex.org/F4320327335","funder_display_name":"Minist\u00e9rio da Ci\u00eancia, Tecnologia, Inova\u00e7\u00f5es e Comunica\u00e7\u00f5es"},{"id":"https://openalex.org/G5295016843","display_name":null,"funder_award_id":"2021/06946-0","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G5375716737","display_name":null,"funder_award_id":"2070.01.0004709/2021-28","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G5394680643","display_name":null,"funder_award_id":"UIDB/EEA/50008/2020","funder_id":"https://openalex.org/F4320322749","funder_display_name":"Funda\u00e7\u00e3o Carlos Chagas Filho de Amparo \u00e0 Pesquisa do Estado do Rio de Janeiro"},{"id":"https://openalex.org/G5583756623","display_name":null,"funder_award_id":"01245.010604/2020-14","funder_id":"https://openalex.org/F4320321992","funder_display_name":"Minist\u00e9rio da Ci\u00eancia, Tecnologia e Inova\u00e7\u00e3o"},{"id":"https://openalex.org/G5704058613","display_name":null,"funder_award_id":"403827/2021-3","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G5712472249","display_name":null,"funder_award_id":"01250.075413/2018-04","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G5885973594","display_name":null,"funder_award_id":"01245.010604/2020-14","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G6051308044","display_name":null,"funder_award_id":"2020/05152-7 (PROFISSA)","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G6296463250","display_name":null,"funder_award_id":"01245.010604/2020-14","funder_id":"https://openalex.org/F4320322749","funder_display_name":"Funda\u00e7\u00e3o Carlos Chagas Filho de Amparo \u00e0 Pesquisa do Estado do Rio de Janeiro"},{"id":"https://openalex.org/G632132665","display_name":null,"funder_award_id":"313036/2020-9","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G6438247056","display_name":null,"funder_award_id":"2021/","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G6439845092","display_name":null,"funder_award_id":"01250.075413/2018-04","funder_id":"https://openalex.org/F4320322980","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de Minas Gerais"},{"id":"https://openalex.org/G6623902029","display_name":null,"funder_award_id":"2020/05152-7 (PROFISSA)","funder_id":"https://openalex.org/F4320322749","funder_display_name":"Funda\u00e7\u00e3o Carlos Chagas Filho de Amparo \u00e0 Pesquisa do Estado do Rio de Janeiro"},{"id":"https://openalex.org/G663985128","display_name":null,"funder_award_id":"313036/2020-9","funder_id":"https://openalex.org/F4320322749","funder_display_name":"Funda\u00e7\u00e3o Carlos Chagas Filho de Amparo \u00e0 Pesquisa do Estado do Rio de Janeiro"},{"id":"https://openalex.org/G6903074819","display_name":null,"funder_award_id":"403827/2021-3","funder_id":"https://openalex.org/F4320327335","funder_display_name":"Minist\u00e9rio da Ci\u00eancia, Tecnologia, Inova\u00e7\u00f5es e Comunica\u00e7\u00f5es"},{"id":"https://openalex.org/G7071933790","display_name":null,"funder_award_id":"2070.01.0004709/2021-28","funder_id":"https://openalex.org/F4320322749","funder_display_name":"Funda\u00e7\u00e3o Carlos Chagas Filho de Amparo \u00e0 Pesquisa do Estado do Rio de Janeiro"},{"id":"https://openalex.org/G7198904539","display_name":null,"funder_award_id":"403827/2021-3","funder_id":"https://openalex.org/F4320319367","funder_display_name":"Instituto Nacional de Telecomunica\u00e7\u00f5es"},{"id":"https://openalex.org/G7218854387","display_name":null,"funder_award_id":"2018/23097-3 (SFI2)","funder_id":"https://openalex.org/F4320319367","funder_display_name":"Instituto Nacional de Telecomunica\u00e7\u00f5es"},{"id":"https://openalex.org/G7387791647","display_name":null,"funder_award_id":"2018/23097-3 (SFI2)","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G7484134766","display_name":null,"funder_award_id":"2018/23097-3 (SFI2)","funder_id":"https://openalex.org/F4320327335","funder_display_name":"Minist\u00e9rio da Ci\u00eancia, Tecnologia, Inova\u00e7\u00f5es e Comunica\u00e7\u00f5es"},{"id":"https://openalex.org/G7526685054","display_name":null,"funder_award_id":"313036/2020-9","funder_id":"https://openalex.org/F4320327335","funder_display_name":"Minist\u00e9rio da Ci\u00eancia, Tecnologia, Inova\u00e7\u00f5es e Comunica\u00e7\u00f5es"},{"id":"https://openalex.org/G7586813259","display_name":null,"funder_award_id":"2070.01.0004709/2021-28","funder_id":"https://openalex.org/F4320322980","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de Minas Gerais"},{"id":"https://openalex.org/G7609969306","display_name":null,"funder_award_id":"Project UIDB/EEA/50008/2020","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G7696258939","display_name":null,"funder_award_id":"01250.075413/2018-04","funder_id":"https://openalex.org/F4320319367","funder_display_name":"Instituto Nacional de Telecomunica\u00e7\u00f5es"},{"id":"https://openalex.org/G7783877881","display_name":null,"funder_award_id":"2022/03457-0 (SAMURAI)","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G8023719472","display_name":null,"funder_award_id":"2022/03457-0 (SAMURAI)","funder_id":"https://openalex.org/F4320327335","funder_display_name":"Minist\u00e9rio da Ci\u00eancia, Tecnologia, Inova\u00e7\u00f5es e Comunica\u00e7\u00f5es"},{"id":"https://openalex.org/G8102642743","display_name":null,"funder_award_id":"2022/03457-0 (SAMURAI)","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G8241567066","display_name":null,"funder_award_id":"403827/2021-3","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G8382084784","display_name":null,"funder_award_id":"2018/23097-3","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G8761002944","display_name":null,"funder_award_id":"2070.01.0004709/2021-28","funder_id":"https://openalex.org/F4320319367","funder_display_name":"Instituto Nacional de Telecomunica\u00e7\u00f5es"},{"id":"https://openalex.org/G8766521297","display_name":null,"funder_award_id":"UIDB/EEA/50008/2020","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G8818814086","display_name":null,"funder_award_id":"01245.010604/2020-14","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G976159912","display_name":null,"funder_award_id":"2022/03457-0 (SAMURAI)","funder_id":"https://openalex.org/F4320319367","funder_display_name":"Instituto Nacional de Telecomunica\u00e7\u00f5es"}],"funders":[{"id":"https://openalex.org/F4320319367","display_name":"Instituto Nacional de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/0378w3a30"},{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"},{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"},{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320321992","display_name":"Minist\u00e9rio da Ci\u00eancia, Tecnologia e Inova\u00e7\u00e3o","ror":"https://ror.org/050zdnc69"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320322749","display_name":"Funda\u00e7\u00e3o Carlos Chagas Filho de Amparo \u00e0 Pesquisa do Estado do Rio de Janeiro","ror":"https://ror.org/03kk0s825"},{"id":"https://openalex.org/F4320322980","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de Minas Gerais","ror":"https://ror.org/00nc55f03"},{"id":"https://openalex.org/F4320323642","display_name":"Minist\u00e9rio da Ci\u00eancia, Tecnologia e Ensino Superior","ror":"https://ror.org/045b9pr88"},{"id":"https://openalex.org/F4320327335","display_name":"Minist\u00e9rio da Ci\u00eancia, Tecnologia, Inova\u00e7\u00f5es e Comunica\u00e7\u00f5es","ror":null},{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4367315342.pdf"},"referenced_works_count":221,"referenced_works":["https://openalex.org/W1980295357","https://openalex.org/W1998354205","https://openalex.org/W2015161865","https://openalex.org/W2021313302","https://openalex.org/W2024081526","https://openalex.org/W2024713977","https://openalex.org/W2054692642","https://openalex.org/W2055728292","https://openalex.org/W2055845120","https://openalex.org/W2061780717","https://openalex.org/W2089106496","https://openalex.org/W2101289075","https://openalex.org/W2104074482","https://openalex.org/W2111953900","https://openalex.org/W2119706299","https://openalex.org/W2127979711","https://openalex.org/W2134383396","https://openalex.org/W2156077514","https://openalex.org/W2159339877","https://openalex.org/W2166625423","https://openalex.org/W2272804037","https://openalex.org/W2278587467","https://openalex.org/W2281970679","https://openalex.org/W2342863993","https://openalex.org/W2343448572","https://openalex.org/W2407842861","https://openalex.org/W2461943168","https://openalex.org/W2523231232","https://openalex.org/W2538905011","https://openalex.org/W2562947506","https://openalex.org/W2567050201","https://openalex.org/W2583204725","https://openalex.org/W2592699581","https://openalex.org/W2612398564","https://openalex.org/W2724724053","https://openalex.org/W2761444498","https://openalex.org/W2769147204","https://openalex.org/W2785517842","https://openalex.org/W2787894218","https://openalex.org/W2788856332","https://openalex.org/W2790223875","https://openalex.org/W2796047239","https://openalex.org/W2805022829","https://openalex.org/W2805657678","https://openalex.org/W2807731816","https://openalex.org/W2809895662","https://openalex.org/W2851996174","https://openalex.org/W2890056718","https://openalex.org/W2891290013","https://openalex.org/W2891787690","https://openalex.org/W2893910439","https://openalex.org/W2896890603","https://openalex.org/W2898434483","https://openalex.org/W2905419086","https://openalex.org/W2905885786","https://openalex.org/W2908498346","https://openalex.org/W2909191390","https://openalex.org/W2913291195","https://openalex.org/W2914111477","https://openalex.org/W2914940294","https://openalex.org/W2919115771","https://openalex.org/W2929287013","https://openalex.org/W2940761300","https://openalex.org/W2942347342","https://openalex.org/W2945086780","https://openalex.org/W2947007362","https://openalex.org/W2950115151","https://openalex.org/W2951051330","https://openalex.org/W2951145066","https://openalex.org/W2956193613","https://openalex.org/W2958091556","https://openalex.org/W2958794544","https://openalex.org/W2962716476","https://openalex.org/W2962785465","https://openalex.org/W2963031347","https://openalex.org/W2963170234","https://openalex.org/W2963378855","https://openalex.org/W2963408914","https://openalex.org/W2963630392","https://openalex.org/W2963648888","https://openalex.org/W2963718307","https://openalex.org/W2964589226","https://openalex.org/W2964787622","https://openalex.org/W2966038277","https://openalex.org/W2970203070","https://openalex.org/W2970380330","https://openalex.org/W2973449430","https://openalex.org/W2975064910","https://openalex.org/W2978827888","https://openalex.org/W2982197112","https://openalex.org/W2986348246","https://openalex.org/W2986470677","https://openalex.org/W2989801192","https://openalex.org/W2991185453","https://openalex.org/W2991478545","https://openalex.org/W2993809815","https://openalex.org/W2996311856","https://openalex.org/W2997532515","https://openalex.org/W2998619204","https://openalex.org/W3000411897","https://openalex.org/W3000622730","https://openalex.org/W3002159761","https://openalex.org/W3002595272","https://openalex.org/W3006424994","https://openalex.org/W3007970939","https://openalex.org/W3008723477","https://openalex.org/W3009987993","https://openalex.org/W3010367128","https://openalex.org/W3010462385","https://openalex.org/W3011341176","https://openalex.org/W3011676575","https://openalex.org/W3013075405","https://openalex.org/W3013416001","https://openalex.org/W3013689226","https://openalex.org/W3015217037","https://openalex.org/W3035352987","https://openalex.org/W3035689289","https://openalex.org/W3036327743","https://openalex.org/W3036771670","https://openalex.org/W3038755994","https://openalex.org/W3039059058","https://openalex.org/W3040368914","https://openalex.org/W3041662830","https://openalex.org/W3044237917","https://openalex.org/W3045822555","https://openalex.org/W3046128444","https://openalex.org/W3046729183","https://openalex.org/W3046928693","https://openalex.org/W3048657120","https://openalex.org/W3063849920","https://openalex.org/W3080694619","https://openalex.org/W3081739974","https://openalex.org/W3083695346","https://openalex.org/W3089244556","https://openalex.org/W3090701943","https://openalex.org/W3091740958","https://openalex.org/W3093649854","https://openalex.org/W3094706131","https://openalex.org/W3095290641","https://openalex.org/W3098782124","https://openalex.org/W3099043210","https://openalex.org/W3103097962","https://openalex.org/W3104273276","https://openalex.org/W3105281589","https://openalex.org/W3109989120","https://openalex.org/W3112254600","https://openalex.org/W3112318059","https://openalex.org/W3114835543","https://openalex.org/W3117341840","https://openalex.org/W3117824595","https://openalex.org/W3118245008","https://openalex.org/W3119682493","https://openalex.org/W3121213043","https://openalex.org/W3121759993","https://openalex.org/W3122715238","https://openalex.org/W3124845303","https://openalex.org/W3126373016","https://openalex.org/W3126686235","https://openalex.org/W3129983205","https://openalex.org/W3130026012","https://openalex.org/W3130307471","https://openalex.org/W3132713262","https://openalex.org/W3133845677","https://openalex.org/W3134410998","https://openalex.org/W3135089279","https://openalex.org/W3139922893","https://openalex.org/W3142457648","https://openalex.org/W3159712370","https://openalex.org/W3159735193","https://openalex.org/W3160968688","https://openalex.org/W3161857538","https://openalex.org/W3162996531","https://openalex.org/W3169551415","https://openalex.org/W3172195905","https://openalex.org/W3172552950","https://openalex.org/W3172746522","https://openalex.org/W3182896779","https://openalex.org/W3193901850","https://openalex.org/W3194668692","https://openalex.org/W3197012778","https://openalex.org/W3197287819","https://openalex.org/W3203349167","https://openalex.org/W3207128153","https://openalex.org/W3208471383","https://openalex.org/W3208674021","https://openalex.org/W3212898251","https://openalex.org/W3213564550","https://openalex.org/W3217005645","https://openalex.org/W4205583724","https://openalex.org/W4206593897","https://openalex.org/W4206784960","https://openalex.org/W4207079835","https://openalex.org/W4211099057","https://openalex.org/W4221035570","https://openalex.org/W4225310475","https://openalex.org/W4225872269","https://openalex.org/W4226178516","https://openalex.org/W4226227715","https://openalex.org/W4226376518","https://openalex.org/W4240815278","https://openalex.org/W4246468043","https://openalex.org/W4283030794","https://openalex.org/W4286509887","https://openalex.org/W4287693768","https://openalex.org/W4289821648","https://openalex.org/W4291910443","https://openalex.org/W4293057730","https://openalex.org/W4297496104","https://openalex.org/W4310968096","https://openalex.org/W4311108124","https://openalex.org/W4312841070","https://openalex.org/W4315629770","https://openalex.org/W4315777628","https://openalex.org/W4319068858","https://openalex.org/W4319765253","https://openalex.org/W4319878914","https://openalex.org/W4323022423","https://openalex.org/W4360604301","https://openalex.org/W6754343823","https://openalex.org/W6791031835","https://openalex.org/W6804849114"],"related_works":["https://openalex.org/W2963170046","https://openalex.org/W2376244802","https://openalex.org/W4311414679","https://openalex.org/W4362501864","https://openalex.org/W2923631784","https://openalex.org/W4306904969","https://openalex.org/W818226659","https://openalex.org/W4380318855","https://openalex.org/W2158075901","https://openalex.org/W2138720691"],"abstract_inverted_index":{"Modern":[0],"wireless":[1],"communication":[2,151],"systems":[3],"rely":[4],"heavily":[5],"on":[6],"multiple":[7],"antennas":[8],"and":[9,20,25,43,62,70,85,92,123,134,143,153,166],"their":[10,154],"corresponding":[11],"signal":[12,135],"processing":[13,136],"to":[14,32,58,112],"achieve":[15],"optimal":[16],"performance.":[17,76],"As":[18],"5G":[19],"6G":[21],"networks":[22],"emerge,":[23],"beamforming":[24],"beam":[26,68,83,141],"management":[27,69],"become":[28],"increasingly":[29],"complex":[30],"due":[31],"factors":[33],"such":[34,159],"as":[35,160],"user":[36],"mobility,":[37],"a":[38,55,87,102],"higher":[39],"number":[40],"of":[41,46,90,117,138],"antennas,":[42],"the":[44,64,98,118,132,147],"adoption":[45],"elevated":[47],"frequencies.":[48],"Artificial":[49],"intelligence,":[50],"specifically":[51],"machine":[52],"learning,":[53],"offers":[54],"valuable":[56],"solution":[57],"mitigate":[59],"this":[60],"complexity":[61],"minimize":[63],"overhead":[65],"associated":[66],"with":[67],"selection,":[71,86],"all":[72],"while":[73],"maintaining":[74],"system":[75],"Despite":[77],"growing":[78],"interest":[79],"in":[80],"AI-assisted":[81],"beamforming,":[82,140],"management,":[84,142],"comprehensive":[88],"collection":[89],"datasets":[91],"benchmarks":[93],"remains":[94,105],"scarce.":[95],"Furthermore,":[96],"identifying":[97],"most-suitable":[99],"algorithm":[100],"for":[101,126],"given":[103],"scenario":[104],"an":[106,114],"open":[107],"question.":[108],"This":[109],"article":[110,148],"aimed":[111],"provide":[113],"exhaustive":[115],"survey":[116],"subject,":[119],"highlighting":[120],"unresolved":[121],"issues":[122],"potential":[124],"directions":[125],"future":[127],"developments.":[128],"The":[129],"discussion":[130],"encompasses":[131],"architectural":[133],"aspects":[137],"contemporary":[139],"selection.":[144],"In":[145],"addition,":[146],"examines":[149],"various":[150],"challenges":[152],"respective":[155],"solutions,":[156],"considering":[157],"approaches":[158],"centralized/decentralized,":[161],"supervised/unsupervised,":[162],"semi-supervised,":[163],"active,":[164],"federated,":[165],"reinforcement":[167],"learning.":[168]},"counts_by_year":[{"year":2026,"cited_by_count":14},{"year":2025,"cited_by_count":37},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":8}],"updated_date":"2026-07-20T07:56:41.581041","created_date":"2023-04-29T00:00:00"}