{"id":"https://openalex.org/W4409249316","doi":"https://doi.org/10.1109/tccn.2025.3558992","title":"A Survey of Integrating Generative Artificial Intelligence and 6G Mobile Services: Architectures, Solutions, Technologies and Outlooks","display_name":"A Survey of Integrating Generative Artificial Intelligence and 6G Mobile Services: Architectures, Solutions, Technologies and Outlooks","publication_year":2025,"publication_date":"2025-04-08","ids":{"openalex":"https://openalex.org/W4409249316","doi":"https://doi.org/10.1109/tccn.2025.3558992"},"language":"en","primary_location":{"id":"doi:10.1109/tccn.2025.3558992","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tccn.2025.3558992","pdf_url":null,"source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cognitive Communications and Networking","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/A5041176339","display_name":"Yi-Jing Liu","orcid":"https://orcid.org/0009-0006-3019-5795"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi-Jing Liu","raw_affiliation_strings":["National Key Laboratory on Wireless Communications, University of Electronic Science and Technology of China, Chengdu, China","National Key Lab on Wireless Communications, University of Electronic Science and Technology of China, Chengdu, P. R. China"],"raw_orcid":"https://orcid.org/0009-0006-3019-5795","affiliations":[{"raw_affiliation_string":"National Key Laboratory on Wireless Communications, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"National Key Lab on Wireless Communications, University of Electronic Science and Technology of China, Chengdu, P. R. China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068782412","display_name":"Hongyang Du","orcid":"https://orcid.org/0000-0002-8220-6525"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Hongyang Du","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, University of Hong Kong, Hong Kong, SAR, China","Department of Electrical and Electronic Engineering, University of Hong Kong, Pok Fu Lam, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0002-8220-6525","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, University of Hong Kong, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I889458895"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, University of Hong Kong, Pok Fu Lam, Hong Kong, China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024429126","display_name":"Xinyi Xu","orcid":"https://orcid.org/0000-0001-6916-5629"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyi Xu","raw_affiliation_strings":["National Key Laboratory on Wireless Communications, University of Electronic Science and Technology of China, Chengdu, China","National Key Lab on Wireless Communications, University of Electronic Science and Technology of China, Chengdu, P. R. China"],"raw_orcid":"https://orcid.org/0000-0001-6916-5629","affiliations":[{"raw_affiliation_string":"National Key Laboratory on Wireless Communications, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"National Key Lab on Wireless Communications, University of Electronic Science and Technology of China, Chengdu, P. R. China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049587970","display_name":"Ruichen Zhang","orcid":"https://orcid.org/0000-0002-6859-3645"},"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":"Ruichen Zhang","raw_affiliation_strings":["College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore","College of Computing and Data Science, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-6859-3645","affiliations":[{"raw_affiliation_string":"College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"College of Computing and Data Science, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086335553","display_name":"Gang Feng","orcid":"https://orcid.org/0000-0002-2512-2392"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Feng","raw_affiliation_strings":["National Key Laboratory on Wireless Communications, University of Electronic Science and Technology of China, Chengdu, China","National Key Lab on Wireless Communications, University of Electronic Science and Technology of China, Chengdu, P. R. China"],"raw_orcid":"https://orcid.org/0000-0002-2512-2392","affiliations":[{"raw_affiliation_string":"National Key Laboratory on Wireless Communications, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"National Key Lab on Wireless Communications, University of Electronic Science and Technology of China, Chengdu, P. R. China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000734023","display_name":"Bin Cao","orcid":"https://orcid.org/0000-0001-8839-243X"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Cao","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8839-243X","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"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":["College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore","College of Computing and Data Science, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-7442-7416","affiliations":[{"raw_affiliation_string":"College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"College of Computing and Data Science, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022649488","display_name":"Dong In Kim","orcid":"https://orcid.org/0000-0001-7711-8072"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dong In Kim","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Sungkyunkwan University, Suwon, South Korea"],"raw_orcid":"https://orcid.org/0000-0001-7711-8072","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Sungkyunkwan University, Suwon, South Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086268677","display_name":"Abbas Jamalipour","orcid":"https://orcid.org/0000-0002-1807-7220"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Abbas Jamalipour","raw_affiliation_strings":["School of Electrical and Computer Engineering, University of Sydney, Sydney, NSW, Australia","School of Electrical and Computer Engineering, University of Sydney, Sydney, Australia"],"raw_orcid":"https://orcid.org/0000-0002-1807-7220","affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, University of Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]},{"raw_affiliation_string":"School of Electrical and Computer Engineering, University of Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079052203","display_name":"Khaled B. Letaief","orcid":"https://orcid.org/0000-0003-2519-6401"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Khaled Ben Letaief","raw_affiliation_strings":["Department of Electronic and Computer Engineering, Hong Kong University of Science and Technology, Hong Kong, SAR, China","Department of Electronic and Computer Engineering, Hong Kong University of Science and Technology, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0003-2519-6401","affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, Hong Kong University of Science and Technology, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I200769079"]},{"raw_affiliation_string":"Department of Electronic and Computer Engineering, Hong Kong University of Science and Technology, Hong Kong, China","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032549075","display_name":"Rahim Tafazolli","orcid":"https://orcid.org/0000-0002-6062-8639"},"institutions":[{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Rahim Tafazolli","raw_affiliation_strings":["Institute for Communication Systems and the School of Computer Science and Electronic Engineering, University of Surrey, Guildford, U.K","Institute for Communication Systems and School of Computer Science and Electronic Engineering, University of Surrey, UK"],"raw_orcid":"https://orcid.org/0000-0002-6062-8639","affiliations":[{"raw_affiliation_string":"Institute for Communication Systems and the School of Computer Science and Electronic Engineering, University of Surrey, Guildford, U.K","institution_ids":["https://openalex.org/I28290843"]},{"raw_affiliation_string":"Institute for Communication Systems and School of Computer Science and Electronic Engineering, University of Surrey, UK","institution_ids":["https://openalex.org/I28290843"]}]}],"institutions":[],"countries_distinct_count":6,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":12.6109,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.9879288,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"11","issue":"3","first_page":"1334","last_page":"1356"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.8109999895095825,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.8109999895095825,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/computer-science","display_name":"Computer science","score":0.7751867771148682},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5405570268630981},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.4866669774055481},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.37223419547080994}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7751867771148682},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5405570268630981},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4866669774055481},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.37223419547080994}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tccn.2025.3558992","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tccn.2025.3558992","pdf_url":null,"source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cognitive Communications and Networking","raw_type":"journal-article"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/217596","is_oa":false,"landing_page_url":"https://hdl.handle.net/10356/217596","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"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":"Journal Article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-155666","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-155666","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"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":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G5150152475","display_name":null,"funder_award_id":"62401115","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7106917570","display_name":null,"funder_award_id":"U22B2006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320320696","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":128,"referenced_works":["https://openalex.org/W1821462560","https://openalex.org/W2024491303","https://openalex.org/W2068238590","https://openalex.org/W2097524058","https://openalex.org/W2145291058","https://openalex.org/W2760889471","https://openalex.org/W2792251914","https://openalex.org/W2923014074","https://openalex.org/W2969519626","https://openalex.org/W3002159761","https://openalex.org/W3010109240","https://openalex.org/W3012125688","https://openalex.org/W3088211916","https://openalex.org/W3093482086","https://openalex.org/W3121057473","https://openalex.org/W3133205562","https://openalex.org/W3138016005","https://openalex.org/W3141797743","https://openalex.org/W3164800436","https://openalex.org/W3185341429","https://openalex.org/W3199651421","https://openalex.org/W3203789000","https://openalex.org/W3211928809","https://openalex.org/W4205683915","https://openalex.org/W4223618825","https://openalex.org/W4287890958","https://openalex.org/W4312606241","https://openalex.org/W4313130987","https://openalex.org/W4360995313","https://openalex.org/W4376456592","https://openalex.org/W4377235461","https://openalex.org/W4382048751","https://openalex.org/W4384834994","https://openalex.org/W4385416665","https://openalex.org/W4385627126","https://openalex.org/W4385953328","https://openalex.org/W4386275798","https://openalex.org/W4388134253","https://openalex.org/W4388284731","https://openalex.org/W4389104915","https://openalex.org/W4390496060","https://openalex.org/W4390577869","https://openalex.org/W4390660070","https://openalex.org/W4390828922","https://openalex.org/W4391547794","https://openalex.org/W4392125018","https://openalex.org/W4392158858","https://openalex.org/W4392174038","https://openalex.org/W4392902389","https://openalex.org/W4392910431","https://openalex.org/W4393864550","https://openalex.org/W4393993191","https://openalex.org/W4394994526","https://openalex.org/W4396782906","https://openalex.org/W4396817294","https://openalex.org/W4396917902","https://openalex.org/W4399362381","https://openalex.org/W4399527641","https://openalex.org/W4399680845","https://openalex.org/W4400111235","https://openalex.org/W4400188352","https://openalex.org/W4400228202","https://openalex.org/W4400228959","https://openalex.org/W4400379307","https://openalex.org/W4400531852","https://openalex.org/W4400727454","https://openalex.org/W4401070271","https://openalex.org/W4401113704","https://openalex.org/W4401358158","https://openalex.org/W4401379991","https://openalex.org/W4401387030","https://openalex.org/W4401443439","https://openalex.org/W4401507895","https://openalex.org/W4401975604","https://openalex.org/W4402671080","https://openalex.org/W4402683442","https://openalex.org/W4402716114","https://openalex.org/W4402897399","https://openalex.org/W4403022161","https://openalex.org/W4403182179","https://openalex.org/W4403863507","https://openalex.org/W4403980919","https://openalex.org/W4404238463","https://openalex.org/W4404238576","https://openalex.org/W4404627781","https://openalex.org/W4405092734","https://openalex.org/W4405571469","https://openalex.org/W4405717352","https://openalex.org/W4406921707","https://openalex.org/W4407168338","https://openalex.org/W4407363578","https://openalex.org/W4408324566","https://openalex.org/W4408953254","https://openalex.org/W4409190069","https://openalex.org/W6755207826","https://openalex.org/W6772383348","https://openalex.org/W6778883912","https://openalex.org/W6796806396","https://openalex.org/W6809646742","https://openalex.org/W6810220367","https://openalex.org/W6810737565","https://openalex.org/W6811726652","https://openalex.org/W6838461927","https://openalex.org/W6846725466","https://openalex.org/W6847419971","https://openalex.org/W6848194691","https://openalex.org/W6850357939","https://openalex.org/W6850625674","https://openalex.org/W6851762504","https://openalex.org/W6856643857","https://openalex.org/W6857673048","https://openalex.org/W6858908370","https://openalex.org/W6859680734","https://openalex.org/W6860549370","https://openalex.org/W6861190020","https://openalex.org/W6862262449","https://openalex.org/W6863736312","https://openalex.org/W6864738189","https://openalex.org/W6869144061","https://openalex.org/W6872353284","https://openalex.org/W6873142058","https://openalex.org/W6873432516","https://openalex.org/W6873858103","https://openalex.org/W6873987105","https://openalex.org/W6874404938","https://openalex.org/W6875634599","https://openalex.org/W6875971187","https://openalex.org/W6929418957"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2380075625","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890"],"abstract_inverted_index":{"Generative":[0],"artificial":[1,11],"intelligence":[2,12,58,101],"(GenAI)":[3],"is":[4],"rapidly":[5],"driving":[6],"a":[7,85,165],"new":[8,86],"phase":[9],"of":[10,59,112,124,136,179],"revolution,":[13],"marked":[14],"by":[15,120],"various":[16,40],"applications":[17],"such":[18],"as":[19],"ChatGPT,":[20],"Sora":[21],"and":[22,31,57,68,76,94,103,114,131,156,173,181],"DeepSeek.":[23],"With":[24],"powerful":[25],"capabilities":[26],"in":[27,39],"content":[28],"generation,":[29],"personalization":[30],"user":[32,46],"interaction,":[33],"GenAI":[34,60,67,93,113,126,137,155,158,180],"can":[35],"drive":[36],"significant":[37],"enhancements":[38],"mobile":[41,49,69,95,106,115,129,140,152,160,182],"services":[42,50,70,116,130],"to":[43,88,98,108,175],"satisfy":[44],"individual":[45],"preferences.":[47],"Meanwhile,":[48],"offer":[51],"substantial":[52],"support":[53,109],"for":[54],"accessibility,":[55],"functionality":[56],"applications.":[61],"However,":[62],"current":[63],"research":[64,90,188],"on":[65,91],"integrating":[66,92,125],"remains":[71],"nascent,":[72],"lacking":[73],"necessary":[74],"theoretical":[75],"technical":[77],"support.":[78],"In":[79],"this":[80],"survey,":[81],"we":[82,143,185],"break":[83],"down":[84],"vision":[87],"guide":[89],"services,":[96],"aiming":[97,190],"improve":[99],"6G":[100,105,128,151,194],"levels":[102],"enable":[104],"networks":[107,153],"the":[110,122,177],"integration":[111,178],"effectively.":[117],"We":[118,162],"begin":[119],"examining":[121],"necessity":[123],"with":[127,170],"exploring":[132],"potential":[133,145],"learning":[134],"architectures":[135],"models":[138],"within":[139],"networks.":[141,195],"Next,":[142],"analyze":[144],"solutions":[146],"from":[147],"two":[148],"perspectives:":[149],"how":[150,157],"empower":[154],"enables":[159],"services.":[161,183],"subsequently":[163],"explore":[164],"promising":[166],"use":[167],"case,":[168],"along":[169],"essential":[171],"features":[172],"techniques,":[174],"facilitate":[176],"Finally,":[184],"discuss":[186],"future":[187],"directions,":[189],"at":[191],"realizing":[192],"intelligent":[193]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":8}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
