{"id":"https://openalex.org/W4403863507","doi":"https://doi.org/10.1109/jiot.2024.3487627","title":"Applications of Generative AI (GAI) for Mobile and Wireless Networking: A Survey","display_name":"Applications of Generative AI (GAI) for Mobile and Wireless Networking: A Survey","publication_year":2024,"publication_date":"2024-10-29","ids":{"openalex":"https://openalex.org/W4403863507","doi":"https://doi.org/10.1109/jiot.2024.3487627"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3487627","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3487627","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5011855564","display_name":"Thai-Hoc Vu","orcid":"https://orcid.org/0000-0002-5559-6695"},"institutions":[{"id":"https://openalex.org/I40542001","display_name":"University of Ulsan","ror":"https://ror.org/02c2f8975","country_code":"KR","type":"education","lineage":["https://openalex.org/I40542001"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Thai-Hoc Vu","raw_affiliation_strings":["Department of Electrical, Electronic and Computer Engineering, University of Ulsan, Ulsan, Republic of Korea","Department of Electrical, Electronic and Computer Engineering, University of Ulsan, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-5559-6695","affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronic and Computer Engineering, University of Ulsan, Ulsan, Republic of Korea","institution_ids":["https://openalex.org/I40542001"]},{"raw_affiliation_string":"Department of Electrical, Electronic and Computer Engineering, University of Ulsan, Republic of Korea","institution_ids":["https://openalex.org/I40542001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113000830","display_name":"Senthil Kumar Jagatheesaperumal","orcid":"https://orcid.org/0000-0002-9516-0327"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Senthil Kumar Jagatheesaperumal","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Mepco Schlenk Engineering College, Sivakasi, India"],"raw_orcid":"https://orcid.org/0000-0002-9516-0327","affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Mepco Schlenk Engineering College, Sivakasi, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054892339","display_name":"Minh-Duong Nguyen","orcid":"https://orcid.org/0000-0001-9856-2754"},"institutions":[{"id":"https://openalex.org/I4921948","display_name":"Pusan National University","ror":"https://ror.org/01an57a31","country_code":"KR","type":"education","lineage":["https://openalex.org/I4921948"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Minh-Duong Nguyen","raw_affiliation_strings":["Department of Information Convergence Engineering, Pusan National University, Busan, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0001-9856-2754","affiliations":[{"raw_affiliation_string":"Department of Information Convergence Engineering, Pusan National University, Busan, Republic of Korea","institution_ids":["https://openalex.org/I4921948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085560176","display_name":"Nguy\u1ec5n V\u0103n Huynh","orcid":"https://orcid.org/0000-0002-7696-0521"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nguyen Van Huynh","raw_affiliation_strings":["Department of Electrical Engineering and Electronics, University of Liverpool, Liverpool, U.K","Department of Electrical Engineering and Electronics, University of Liverpool, Liverpool, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-7696-0521","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Electronics, University of Liverpool, Liverpool, U.K","institution_ids":["https://openalex.org/I146655781"]},{"raw_affiliation_string":"Department of Electrical Engineering and Electronics, University of Liverpool, Liverpool, United Kingdom","institution_ids":["https://openalex.org/I146655781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100430160","display_name":"Sunghwan Kim","orcid":"https://orcid.org/0000-0003-1762-5915"},"institutions":[{"id":"https://openalex.org/I28615091","display_name":"Kyonggi University","ror":"https://ror.org/032xf8h46","country_code":"KR","type":"education","lineage":["https://openalex.org/I28615091"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sunghwan Kim","raw_affiliation_strings":["School of Electronic Engineering, Kyonggi University, Suwon, Republic of Korea","School of Electronic Engineering, Kyonggi University, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0003-1762-5915","affiliations":[{"raw_affiliation_string":"School of Electronic Engineering, Kyonggi University, Suwon, Republic of Korea","institution_ids":["https://openalex.org/I28615091"]},{"raw_affiliation_string":"School of Electronic Engineering, Kyonggi University, Republic of Korea","institution_ids":["https://openalex.org/I28615091"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062525719","display_name":"Quoc\u2010Viet Pham","orcid":"https://orcid.org/0000-0002-9485-9216"},"institutions":[{"id":"https://openalex.org/I205274468","display_name":"Trinity College Dublin","ror":"https://ror.org/02tyrky19","country_code":"IE","type":"education","lineage":["https://openalex.org/I205274468"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Quoc-Viet Pham","raw_affiliation_strings":["School of Computer Science and Statistics, Trinity College Dublin, Dublin 2, Ireland"],"raw_orcid":"https://orcid.org/0000-0002-9485-9216","affiliations":[{"raw_affiliation_string":"School of Computer Science and Statistics, Trinity College Dublin, Dublin 2, Ireland","institution_ids":["https://openalex.org/I205274468"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":11.5518,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.98920312,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"12","issue":"2","first_page":"1266","last_page":"1290"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10575","display_name":"Wireless Communication Networks Research","score":0.7821999788284302,"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/T10575","display_name":"Wireless Communication Networks Research","score":0.7821999788284302,"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"}},{"id":"https://openalex.org/T13905","display_name":"Telecommunications and Broadcasting Technologies","score":0.7736999988555908,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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":0.7254999876022339,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7478756904602051},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5230008959770203},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5131729245185852},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.4850879907608032},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.47906073927879333},{"id":"https://openalex.org/keywords/mobile-telephony","display_name":"Mobile telephony","score":0.434451699256897},{"id":"https://openalex.org/keywords/mobile-wireless","display_name":"Mobile wireless","score":0.4139872193336487},{"id":"https://openalex.org/keywords/mobile-radio","display_name":"Mobile radio","score":0.3741399645805359},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.36247187852859497}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7478756904602051},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5230008959770203},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5131729245185852},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.4850879907608032},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.47906073927879333},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.434451699256897},{"id":"https://openalex.org/C2983592243","wikidata":"https://www.wikidata.org/wiki/Q17517","display_name":"Mobile wireless","level":3,"score":0.4139872193336487},{"id":"https://openalex.org/C2781307350","wikidata":"https://www.wikidata.org/wiki/Q6887221","display_name":"Mobile radio","level":2,"score":0.3741399645805359},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.36247187852859497}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2024.3487627","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3487627","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4122813459","display_name":null,"funder_award_id":"NRF-2023R1A2C1003546","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":221,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1995875735","https://openalex.org/W2081580037","https://openalex.org/W2561529111","https://openalex.org/W2753580776","https://openalex.org/W2759136286","https://openalex.org/W2774100094","https://openalex.org/W2807731816","https://openalex.org/W2898035736","https://openalex.org/W2921104505","https://openalex.org/W2929050222","https://openalex.org/W2947802941","https://openalex.org/W2947889774","https://openalex.org/W2959120033","https://openalex.org/W2962883549","https://openalex.org/W2963047971","https://openalex.org/W2963360258","https://openalex.org/W2964267196","https://openalex.org/W2964277700","https://openalex.org/W2996991341","https://openalex.org/W2997262687","https://openalex.org/W3003265726","https://openalex.org/W3004080144","https://openalex.org/W3010866285","https://openalex.org/W3013821122","https://openalex.org/W3014974815","https://openalex.org/W3015340265","https://openalex.org/W3015636663","https://openalex.org/W3015788359","https://openalex.org/W3034743539","https://openalex.org/W3036851434","https://openalex.org/W3037458146","https://openalex.org/W3086632078","https://openalex.org/W3090749907","https://openalex.org/W3091993229","https://openalex.org/W3096525537","https://openalex.org/W3097056170","https://openalex.org/W3109433545","https://openalex.org/W3111067891","https://openalex.org/W3113816305","https://openalex.org/W3119223610","https://openalex.org/W3120429547","https://openalex.org/W3133706083","https://openalex.org/W3136454200","https://openalex.org/W3136536335","https://openalex.org/W3150576111","https://openalex.org/W3155912831","https://openalex.org/W3159415473","https://openalex.org/W3162813820","https://openalex.org/W3163725055","https://openalex.org/W3163842339","https://openalex.org/W3166019150","https://openalex.org/W3166846774","https://openalex.org/W3166986030","https://openalex.org/W3169654464","https://openalex.org/W3170603795","https://openalex.org/W3172195905","https://openalex.org/W3172798612","https://openalex.org/W3176687942","https://openalex.org/W3177624059","https://openalex.org/W3194995836","https://openalex.org/W3195956058","https://openalex.org/W3202895480","https://openalex.org/W3203245760","https://openalex.org/W3212848844","https://openalex.org/W3214920362","https://openalex.org/W3216156094","https://openalex.org/W4205652047","https://openalex.org/W4205991051","https://openalex.org/W4206425634","https://openalex.org/W4206541522","https://openalex.org/W4213299273","https://openalex.org/W4213426835","https://openalex.org/W4221135977","https://openalex.org/W4224104857","https://openalex.org/W4224211479","https://openalex.org/W4225496262","https://openalex.org/W4226057480","https://openalex.org/W4226115138","https://openalex.org/W4226263955","https://openalex.org/W4281683709","https://openalex.org/W4283834908","https://openalex.org/W4285137770","https://openalex.org/W4285212633","https://openalex.org/W4286242951","https://openalex.org/W4286784859","https://openalex.org/W4286893914","https://openalex.org/W4288391592","https://openalex.org/W4288804960","https://openalex.org/W4293066206","https://openalex.org/W4293744062","https://openalex.org/W4294891570","https://openalex.org/W4295067270","https://openalex.org/W4297329009","https://openalex.org/W4306405949","https://openalex.org/W4308873396","https://openalex.org/W4311415873","https://openalex.org/W4312050893","https://openalex.org/W4312232143","https://openalex.org/W4312384107","https://openalex.org/W4312539031","https://openalex.org/W4312699393","https://openalex.org/W4312732721","https://openalex.org/W4312766166","https://openalex.org/W4312933868","https://openalex.org/W4312959111","https://openalex.org/W4313029666","https://openalex.org/W4313048676","https://openalex.org/W4313910175","https://openalex.org/W4317350116","https://openalex.org/W4318147614","https://openalex.org/W4320029503","https://openalex.org/W4320712900","https://openalex.org/W4321488374","https://openalex.org/W4322706722","https://openalex.org/W4365420366","https://openalex.org/W4366200872","https://openalex.org/W4367721889","https://openalex.org/W4376273031","https://openalex.org/W4376456416","https://openalex.org/W4376456592","https://openalex.org/W4378574344","https://openalex.org/W4380873283","https://openalex.org/W4381785967","https://openalex.org/W4381802353","https://openalex.org/W4382366693","https://openalex.org/W4382998652","https://openalex.org/W4383753013","https://openalex.org/W4383753323","https://openalex.org/W4384834994","https://openalex.org/W4384917038","https://openalex.org/W4385245566","https://openalex.org/W4385444723","https://openalex.org/W4385452929","https://openalex.org/W4385452934","https://openalex.org/W4385527149","https://openalex.org/W4385570599","https://openalex.org/W4385730909","https://openalex.org/W4385953328","https://openalex.org/W4386071587","https://openalex.org/W4386076561","https://openalex.org/W4386883058","https://openalex.org/W4387350701","https://openalex.org/W4387415063","https://openalex.org/W4387871178","https://openalex.org/W4387934964","https://openalex.org/W4388937137","https://openalex.org/W4389170174","https://openalex.org/W4390828296","https://openalex.org/W4390828922","https://openalex.org/W4390873054","https://openalex.org/W4391547794","https://openalex.org/W4391677749","https://openalex.org/W4391769025","https://openalex.org/W4392902389","https://openalex.org/W4392902679","https://openalex.org/W4392903428","https://openalex.org/W4393152558","https://openalex.org/W4393864550","https://openalex.org/W4394564352","https://openalex.org/W4394862615","https://openalex.org/W4394994526","https://openalex.org/W4396523471","https://openalex.org/W4396596847","https://openalex.org/W4396982329","https://openalex.org/W4399525892","https://openalex.org/W4400276074","https://openalex.org/W4400578856","https://openalex.org/W4400579059","https://openalex.org/W4400770731","https://openalex.org/W4400811016","https://openalex.org/W4401326099","https://openalex.org/W4401357555","https://openalex.org/W4401453194","https://openalex.org/W4401508191","https://openalex.org/W4402742413","https://openalex.org/W4402876471","https://openalex.org/W4405092734","https://openalex.org/W6679045638","https://openalex.org/W6718763946","https://openalex.org/W6736057607","https://openalex.org/W6761632846","https://openalex.org/W6765775151","https://openalex.org/W6779823529","https://openalex.org/W6779928312","https://openalex.org/W6780164432","https://openalex.org/W6783713337","https://openalex.org/W6786375611","https://openalex.org/W6787563725","https://openalex.org/W6791353385","https://openalex.org/W6794062782","https://openalex.org/W6794339910","https://openalex.org/W6796173291","https://openalex.org/W6796484261","https://openalex.org/W6801986474","https://openalex.org/W6803248943","https://openalex.org/W6810005405","https://openalex.org/W6810146391","https://openalex.org/W6810360122","https://openalex.org/W6810565495","https://openalex.org/W6811013733","https://openalex.org/W6838960867","https://openalex.org/W6839254848","https://openalex.org/W6842121545","https://openalex.org/W6842776083","https://openalex.org/W6844183817","https://openalex.org/W6846416904","https://openalex.org/W6849172373","https://openalex.org/W6850058172","https://openalex.org/W6850357939","https://openalex.org/W6850607732","https://openalex.org/W6851125442","https://openalex.org/W6853021004","https://openalex.org/W6853140940","https://openalex.org/W6853403274","https://openalex.org/W6853994115","https://openalex.org/W6854319564","https://openalex.org/W6854708048","https://openalex.org/W6855647227","https://openalex.org/W6862009414","https://openalex.org/W6862603712"],"related_works":["https://openalex.org/W4210272022","https://openalex.org/W1844259124","https://openalex.org/W2170939602","https://openalex.org/W1974440652","https://openalex.org/W3009067413","https://openalex.org/W1541175715","https://openalex.org/W2123365088","https://openalex.org/W565993663","https://openalex.org/W2326504464","https://openalex.org/W2096709983"],"abstract_inverted_index":{"The":[0],"success":[1],"of":[2,19,30,106,129,144,158,173,222],"artificial":[3],"intelligence":[4],"(AI)":[5],"in":[6,12,94,131,161,179,224],"multiple":[7],"disciplines":[8],"and":[9,22,48,57,85,109,114,133,146,163,176,186,204,220],"vertical":[10],"domains":[11],"recent":[13],"years":[14],"has":[15,68],"promoted":[16],"the":[17,23,91,104,111,127,142,156,190,197,218],"evolution":[18],"mobile":[20,46,58,107,132,162,203],"networking":[21,108,206],"future":[24],"Internet":[25,29],"toward":[26],"an":[27,152],"AI-integrated":[28],"Things":[31],"(IoT)":[32],"era.":[33],"Nevertheless,":[34],"most":[35],"AI":[36,62,73],"techniques":[37],"rely":[38],"on":[39,126,200],"data":[40,83,88,93],"generated":[41],"by":[42,207],"physical":[43],"devices":[44,47],"(e.g.,":[45,54],"network":[49,180],"nodes)":[50],"or":[51],"specific":[52],"applications":[53,115,160,178],"fitness":[55],"trackers":[56],"gaming).":[59],"Therefore,":[60],"generative":[61],"(GAI),":[63],"a.k.a.":[64],"AI-generated":[65],"content":[66],"(AIGC),":[67],"emerged":[69],"as":[70,151],"a":[71,123,170],"powerful":[72],"paradigm;":[74],"thanks":[75],"to":[76,79,89,102,155,213,216],"its":[77],"ability":[78],"efficiently":[80],"learn":[81],"complex":[82],"distributions":[84],"generate":[86],"synthetic":[87],"represent":[90],"original":[92],"various":[95],"forms.":[96],"This":[97],"impressive":[98],"feature":[99],"is":[100],"projected":[101],"transform":[103],"management":[105],"diversify":[110],"current":[112,198],"services":[113],"provided.":[116],"On":[117],"this":[118,120,138,167,194,225],"basis,":[119],"work":[121,168,195],"presents":[122],"concise":[124],"tutorial":[125],"role":[128],"GAIs":[130],"wireless":[134,164,182,205],"networking.":[135,165],"In":[136],"particular,":[137],"survey":[139],"first":[140],"provides":[141,169],"fundamentals":[143],"GAI":[145,148,177,201,223],"representative":[147],"models,":[149],"serving":[150],"essential":[153],"preliminary":[154],"understanding":[157],"GAI\u2019s":[159],"Then,":[166],"comprehensive":[171],"review":[172],"state-of-the-art":[174],"studies":[175],"management,":[181],"security,":[183],"semantic":[184],"communication,":[185],"lessons":[187],"learned":[188],"from":[189],"open":[191],"literature.":[192],"Finally,":[193],"summarizes":[196],"research":[199],"for":[202],"outlining":[208],"important":[209],"challenges":[210],"that":[211],"need":[212],"be":[214],"resolved":[215],"facilitate":[217],"development":[219],"applicability":[221],"edge-cutting":[226],"area.":[227]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":25},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}