{"id":"https://openalex.org/W4225611656","doi":"https://doi.org/10.1109/mvt.2022.3164758","title":"Artificial Intelligence for 6G Networks: Technology Advancement and Standardization","display_name":"Artificial Intelligence for 6G Networks: Technology Advancement and Standardization","publication_year":2022,"publication_date":"2022-05-04","ids":{"openalex":"https://openalex.org/W4225611656","doi":"https://doi.org/10.1109/mvt.2022.3164758"},"language":"en","primary_location":{"id":"doi:10.1109/mvt.2022.3164758","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mvt.2022.3164758","pdf_url":null,"source":{"id":"https://openalex.org/S98855836","display_name":"IEEE Vehicular Technology Magazine","issn_l":"1556-6072","issn":["1556-6072","1556-6080"],"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 Vehicular Technology Magazine","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://arxiv.org/pdf/2204.00914","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031641189","display_name":"Muhammad Karam Shehzad","orcid":"https://orcid.org/0000-0001-5830-1453"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Muhammad K. Shehzad","raw_affiliation_strings":["Student, CentraleSupelec, and with the Laboratory of Signals and Systems of Paris-Saclay University&#x2014;Centre National de la Recherche Scientifique, Gif-sur-Yvette, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Student, CentraleSupelec, and with the Laboratory of Signals and Systems of Paris-Saclay University&#x2014;Centre National de la Recherche Scientifique, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I4210107720"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034416531","display_name":"Luca Rose","orcid":"https://orcid.org/0009-0006-4109-5423"},"institutions":[{"id":"https://openalex.org/I4210149358","display_name":"Nokia (France)","ror":"https://ror.org/04kwfkk85","country_code":"FR","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I4210149358"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Luca Rose","raw_affiliation_strings":["Senior Research and Standardization Expert, Nokia Bell-Labs, Nozay, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Senior Research and Standardization Expert, Nokia Bell-Labs, Nozay, France","institution_ids":["https://openalex.org/I4210149358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038406502","display_name":"M. Majid Butt","orcid":"https://orcid.org/0000-0003-2875-1714"},"institutions":[{"id":"https://openalex.org/I4210149358","display_name":"Nokia (France)","ror":"https://ror.org/04kwfkk85","country_code":"FR","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I4210149358"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"M. Majid Butt","raw_affiliation_strings":["Senior Specialist, Nokia Bell-Labs, Nozay, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Senior Specialist, Nokia Bell-Labs, Nozay, France","institution_ids":["https://openalex.org/I4210149358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076439850","display_name":"Istv\u00e1n Z. Kov\u00e1cs","orcid":"https://orcid.org/0000-0001-8450-0712"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Istvan Z. Kovacs","raw_affiliation_strings":["Senior Research Engineer, Nokia, Aalborg, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Senior Research Engineer, Nokia, Aalborg, Denmark","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002000523","display_name":"Mohamad Assaad","orcid":"https://orcid.org/0000-0003-3909-6241"},"institutions":[{"id":"https://openalex.org/I4210097418","display_name":"Laboratoire des signaux et syst\u00e8mes","ror":"https://ror.org/00skw9v43","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I4210097418","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mohamad Assaad","raw_affiliation_strings":["Laboratoire des signaux et syst\u00e8mes"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire des signaux et syst\u00e8mes","institution_ids":["https://openalex.org/I4210097418"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057916222","display_name":"Mohsen Guizani","orcid":"https://orcid.org/0000-0002-8972-8094"},"institutions":[{"id":"https://openalex.org/I4210113480","display_name":"Mohamed bin Zayed University of Artificial Intelligence","ror":"https://ror.org/0258gkt32","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210113480"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Mohsen Guizani","raw_affiliation_strings":["Machine Learning Department, Mohamed Bin Zayed University of Artificial Intelligence, Abu Dhabi, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Machine Learning Department, Mohamed Bin Zayed University of Artificial Intelligence, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I4210113480"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.3647,"has_fulltext":true,"cited_by_count":76,"citation_normalized_percentile":{"value":0.98045549,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"17","issue":"3","first_page":"16","last_page":"25"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9995999932289124,"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":0.9995999932289124,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9991999864578247,"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/T10207","display_name":"Advanced biosensing and bioanalysis techniques","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/standardization","display_name":"Standardization","score":0.8491246700286865},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6296776533126831},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.617666482925415},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.6150011420249939},{"id":"https://openalex.org/keywords/timeline","display_name":"Timeline","score":0.5963739156723022},{"id":"https://openalex.org/keywords/physical-layer","display_name":"Physical layer","score":0.4921237826347351},{"id":"https://openalex.org/keywords/phy","display_name":"PHY","score":0.4458789527416229},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.44370752573013306},{"id":"https://openalex.org/keywords/osi-model","display_name":"OSI model","score":0.43085721135139465},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.41301050782203674},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.32464948296546936},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.10793513059616089}],"concepts":[{"id":"https://openalex.org/C188087704","wikidata":"https://www.wikidata.org/wiki/Q369577","display_name":"Standardization","level":2,"score":0.8491246700286865},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6296776533126831},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.617666482925415},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.6150011420249939},{"id":"https://openalex.org/C4438859","wikidata":"https://www.wikidata.org/wiki/Q186117","display_name":"Timeline","level":2,"score":0.5963739156723022},{"id":"https://openalex.org/C19247436","wikidata":"https://www.wikidata.org/wiki/Q192727","display_name":"Physical layer","level":3,"score":0.4921237826347351},{"id":"https://openalex.org/C41918916","wikidata":"https://www.wikidata.org/wiki/Q192727","display_name":"PHY","level":4,"score":0.4458789527416229},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.44370752573013306},{"id":"https://openalex.org/C168535184","wikidata":"https://www.wikidata.org/wiki/Q93312","display_name":"OSI model","level":3,"score":0.43085721135139465},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.41301050782203674},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.32464948296546936},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.10793513059616089},{"id":"https://openalex.org/C123745756","wikidata":"https://www.wikidata.org/wiki/Q1665949","display_name":"Interconnection","level":2,"score":0.0},{"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/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/mvt.2022.3164758","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mvt.2022.3164758","pdf_url":null,"source":{"id":"https://openalex.org/S98855836","display_name":"IEEE Vehicular Technology Magazine","issn_l":"1556-6072","issn":["1556-6072","1556-6080"],"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 Vehicular Technology Magazine","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-03672254v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03672254","pdf_url":"http://arxiv.org/pdf/2204.00914","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Vehicular Technology Magazine, 2022, 17 (3), pp.16-25. &#x27E8;10.1109/MVT.2022.3164758&#x27E9;","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:arXiv.org:2204.00914","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2204.00914","pdf_url":"https://arxiv.org/pdf/2204.00914","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:HAL:hal-03857951v1","is_oa":false,"landing_page_url":"https://hal.inria.fr/hal-03857951","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 1556-6072","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03672254v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03672254","pdf_url":"http://arxiv.org/pdf/2204.00914","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Vehicular Technology Magazine, 2022, 17 (3), pp.16-25. &#x27E8;10.1109/MVT.2022.3164758&#x27E9;","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5400000214576721}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4225611656.pdf","grobid_xml":"https://content.openalex.org/works/W4225611656.grobid-xml"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W2734408173","https://openalex.org/W3012427268","https://openalex.org/W3059813204","https://openalex.org/W3166861417","https://openalex.org/W3180437121","https://openalex.org/W3195911184","https://openalex.org/W3196774896","https://openalex.org/W3201706632","https://openalex.org/W3217298619","https://openalex.org/W4210516329"],"related_works":["https://openalex.org/W1965091294","https://openalex.org/W2945523224","https://openalex.org/W4313639042","https://openalex.org/W2444418218","https://openalex.org/W4241709719","https://openalex.org/W2514934301","https://openalex.org/W1488909492","https://openalex.org/W2727597159","https://openalex.org/W4234133302","https://openalex.org/W2774037455"],"abstract_inverted_index":{"With":[0],"the":[1,12,33,63,78,93,99,123,135],"deployment":[2,26],"of":[3,58,67,80,125,137,163],"5G":[4],"networks,":[5,108],"standards":[6],"organizations":[7],"have":[8],"started":[9],"working":[10],"on":[11,134],"design":[13],"phase":[14],"for":[15],"6G":[16,18,166],"networks.":[17,168],"networks":[19,41,129],"will":[20],"be":[21,43],"immensely":[22],"complex,":[23],"requiring":[24],"more":[25],"time,":[27],"cost,":[28],"and":[29,46,103,130,156],"management":[30],"efforts.":[31],"On":[32],"other":[34],"hand,":[35],"mobile":[36],"network":[37,82],"operators":[38],"demand":[39],"these":[40,68,143],"to":[42,48,65,122,140,142,160],"intelligent,":[44],"self-organizing,":[45],"cost-effective":[47],"reduce":[49],"operating":[50],"expenses":[51],"(OPEX).":[52],"Machine":[53],"learning":[54],"(ML),":[55],"a":[56,131],"branch":[57],"artificial":[59],"intelligence":[60],"(AI),":[61],"is":[62],"answer":[64],"many":[66],"challenges":[69],"by":[70],"providing":[71],"pragmatic":[72],"solutions,":[73],"which":[74],"can":[75,111],"entirely":[76],"change":[77],"future":[79,132],"wireless":[81,128,154,167],"technologies.":[83],"By":[84],"using":[85],"some":[86,162],"case":[87],"study":[88],"examples,":[89],"we":[90,146],"briefly":[91],"examine":[92],"most":[94],"compelling":[95],"problems,":[96],"particularly":[97],"at":[98],"physical":[100],"layer":[101,105],"(PHY)":[102],"link":[104],"in":[106,120,127,150,153,165],"cellular":[107],"where":[109],"ML":[110,126,151],"bring":[112],"significant":[113],"gains.":[114],"We":[115],"also":[116],"review":[117],"standardization":[118,138],"activities":[119],"relation":[121],"use":[124,152],"timeline":[133],"readiness":[136],"bodies":[139],"adapt":[141],"changes.":[144],"Finally,":[145],"highlight":[147],"major":[148],"issues":[149],"technology,":[155],"provide":[157],"potential":[158],"directions":[159],"mitigate":[161],"them":[164]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":23},{"year":2024,"cited_by_count":26},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":7}],"updated_date":"2026-08-05T07:39:15.569665","created_date":"2022-05-05T00:00:00"}
