{"id":"https://openalex.org/W3094019951","doi":"https://doi.org/10.1109/mnet.011.2000195","title":"Artificial-Intelligence-Enabled Intelligent 6G Networks","display_name":"Artificial-Intelligence-Enabled Intelligent 6G Networks","publication_year":2020,"publication_date":"2020-10-23","ids":{"openalex":"https://openalex.org/W3094019951","doi":"https://doi.org/10.1109/mnet.011.2000195","mag":"3094019951"},"language":"en","primary_location":{"id":"doi:10.1109/mnet.011.2000195","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.011.2000195","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1912.05744","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013729643","display_name":"Helin Yang","orcid":"https://orcid.org/0000-0001-9697-7470"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Helin Yang","raw_affiliation_strings":["Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012201418","display_name":"Arokiaswami Alphones","orcid":"https://orcid.org/0000-0001-9040-9755"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Arokiaswami Alphones","raw_affiliation_strings":["Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005327587","display_name":"Zehui Xiong","orcid":"https://orcid.org/0000-0002-4440-941X"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Zehui Xiong","raw_affiliation_strings":["Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091266202","display_name":"Dusit Niyato","orcid":"https://orcid.org/0000-0002-7442-7416"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Dusit Niyato","raw_affiliation_strings":["Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071321132","display_name":"Jun Zhao","orcid":"https://orcid.org/0000-0002-3004-7091"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Jun Zhao","raw_affiliation_strings":["Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001188748","display_name":"Kaishun Wu","orcid":"https://orcid.org/0000-0003-2216-0737"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaishun Wu","raw_affiliation_strings":["Shenzhen University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen University, China","institution_ids":["https://openalex.org/I180726961"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":28.1576,"has_fulltext":false,"cited_by_count":573,"citation_normalized_percentile":{"value":0.99880199,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"34","issue":"6","first_page":"272","last_page":"280"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":1.0,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":1.0,"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":0.9987000226974487,"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/T12042","display_name":"Satellite Communication Systems","score":0.9976999759674072,"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/computer-science","display_name":"Computer science","score":0.7834488749504089},{"id":"https://openalex.org/keywords/intelligent-network","display_name":"Intelligent Network","score":0.5509839653968811},{"id":"https://openalex.org/keywords/network-architecture","display_name":"Network architecture","score":0.494160920381546},{"id":"https://openalex.org/keywords/service-layer","display_name":"Service layer","score":0.47808241844177246},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.45618075132369995},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.45067527890205383},{"id":"https://openalex.org/keywords/handover","display_name":"Handover","score":0.4444175958633423},{"id":"https://openalex.org/keywords/intelligent-decision-support-system","display_name":"Intelligent decision support system","score":0.4131866991519928},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4083825349807739},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2794836759567261},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.23619520664215088}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7834488749504089},{"id":"https://openalex.org/C51675839","wikidata":"https://www.wikidata.org/wiki/Q1665681","display_name":"Intelligent Network","level":2,"score":0.5509839653968811},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.494160920381546},{"id":"https://openalex.org/C108548466","wikidata":"https://www.wikidata.org/wiki/Q7455767","display_name":"Service layer","level":3,"score":0.47808241844177246},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.45618075132369995},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.45067527890205383},{"id":"https://openalex.org/C111852164","wikidata":"https://www.wikidata.org/wiki/Q1414679","display_name":"Handover","level":2,"score":0.4444175958633423},{"id":"https://openalex.org/C56397880","wikidata":"https://www.wikidata.org/wiki/Q6044094","display_name":"Intelligent decision support system","level":2,"score":0.4131866991519928},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4083825349807739},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2794836759567261},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.23619520664215088}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mnet.011.2000195","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.011.2000195","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1912.05744","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1912.05744","pdf_url":"https://arxiv.org/pdf/1912.05744","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"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1912.05744","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1912.05744","pdf_url":"https://arxiv.org/pdf/1912.05744","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"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.49000000953674316,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2054692642","https://openalex.org/W2103972037","https://openalex.org/W2122410182","https://openalex.org/W2623293810","https://openalex.org/W2791279818","https://openalex.org/W2803370496","https://openalex.org/W2883271860","https://openalex.org/W2886485362","https://openalex.org/W2886509985","https://openalex.org/W2900669374","https://openalex.org/W2907063143","https://openalex.org/W2921456883","https://openalex.org/W2964005248","https://openalex.org/W2965824823","https://openalex.org/W2969519626","https://openalex.org/W2972047422","https://openalex.org/W3041653465"],"related_works":["https://openalex.org/W1480187848","https://openalex.org/W2370735641","https://openalex.org/W3040783476","https://openalex.org/W3215537620","https://openalex.org/W2526137087","https://openalex.org/W2133125648","https://openalex.org/W2091289313","https://openalex.org/W2105727064","https://openalex.org/W2113578782","https://openalex.org/W636214321"],"abstract_inverted_index":{"With":[0],"the":[1,58,75,114,141,154,162],"rapid":[2],"development":[3,199],"of":[4,79,86,143],"smart":[5,103,133,176],"terminals":[6],"and":[7,16,21,31,51,77,109,126,132,139,149,159,172,175,185,200],"infrastructures,":[8],"as":[9,11,70],"well":[10],"diversified":[12],"applications":[13,142],"(e.g.,":[14,29],"virtual":[15],"augmented":[17],"reality,":[18],"remote":[19],"surgery":[20],"holographic":[22],"projection)":[23],"with":[24,82],"colorful":[25],"requirements,":[26],"current":[27],"networks":[28,81,98,148],"4G":[30],"upcoming":[32],"5G":[33],"networks)":[34],"may":[35],"not":[36],"be":[37],"able":[38],"to":[39,57,99,152,157],"completely":[40],"meet":[41],"quickly":[42],"rising":[43],"traffic":[44],"demands.":[45],"Accordingly,":[46],"efforts":[47],"from":[48],"both":[49],"industry":[50],"academia":[52],"have":[53],"already":[54],"been":[55,68],"put":[56],"research":[59,183],"on":[60],"6G":[61,80,97,147,191],"networks.":[62],"Recently,":[63],"artificial":[64],"intelligence":[65],"(Ai)":[66],"has":[67],"utilized":[69],"a":[71,83],"new":[72],"paradigm":[73],"for":[74,96,146,188],"design":[76],"optimization":[78],"high":[84],"level":[85],"intelligence.":[87],"Therefore,":[88],"this":[89],"article":[90],"proposes":[91],"an":[92],"Ai-enabled":[93,189],"intelligent":[94,110,121,129,170,190],"architecture":[95,115],"realize":[100],"knowledge":[101],"discovery,":[102],"resource":[104],"management,":[105,174],"automatic":[106],"network":[107,163],"adjustment":[108],"service":[111],"provisioning,":[112],"where":[113],"is":[116],"divided":[117],"into":[118],"four":[119],"layers:":[120],"sensing":[122],"layer,":[123,128],"data":[124],"mining":[125],"analytics":[127],"control":[130],"layer":[131],"application":[134],"layer.":[135],"We":[136,179],"then":[137],"review":[138],"discuss":[140],"Ai":[144,155],"techniques":[145,156],"elaborate":[150],"how":[151],"employ":[153],"efficiently":[158],"effectively":[160],"optimize":[161],"performance,":[164],"including":[165,193],"Ai-empowered":[166],"mobile":[167],"edge":[168],"computing,":[169],"mobility":[171],"handover":[173],"spectrum":[177],"management.":[178,202],"highlight":[180],"important":[181],"future":[182],"directions":[184],"potential":[186],"solutions":[187],"networks,":[192],"computation":[194],"efficiency,":[195],"algorithms":[196],"robustness,":[197],"hardware":[198],"energy":[201]},"counts_by_year":[{"year":2026,"cited_by_count":21},{"year":2025,"cited_by_count":91},{"year":2024,"cited_by_count":115},{"year":2023,"cited_by_count":118},{"year":2022,"cited_by_count":143},{"year":2021,"cited_by_count":71},{"year":2020,"cited_by_count":14}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}