{"id":"https://openalex.org/W4409565004","doi":"https://doi.org/10.32604/cmc.2025.062867","title":"Survey on AI-Enabled Resource Management for 6G Heterogeneous Networks: Recent Research, Challenges, and Future Trends","display_name":"Survey on AI-Enabled Resource Management for 6G Heterogeneous Networks: Recent Research, Challenges, and Future Trends","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409565004","doi":"https://doi.org/10.32604/cmc.2025.062867"},"language":"en","primary_location":{"id":"doi:10.32604/cmc.2025.062867","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2025.062867","pdf_url":null,"source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials &amp; Continua","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.32604/cmc.2025.062867","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080708075","display_name":"Hayder Faeq Alhashimi","orcid":"https://orcid.org/0000-0003-0341-2951"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Hayder Faeq Alhashimi","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112434178","display_name":"MHD Nour Hindia","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mhd Nour Hindia","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069155335","display_name":"Kaharudin Dimyati","orcid":"https://orcid.org/0000-0002-0186-3890"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kaharudin Dimyati","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037634436","display_name":"Effariza Hanafi","orcid":"https://orcid.org/0000-0001-6384-0435"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Effariza Binti Hanafi","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077734143","display_name":"Feras Zen Alden","orcid":"https://orcid.org/0000-0002-4602-3959"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Feras Zen Alden","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044120604","display_name":"Faizan Qamar","orcid":"https://orcid.org/0000-0002-0390-7842"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Faizan Qamar","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5031019247","display_name":"Quang Ng\u1ecdc Nguy\u1ec5n","orcid":"https://orcid.org/0000-0002-0941-7318"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Quang Ngoc Nguyen","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5080708075"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.2747,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.97676798,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"83","issue":"3","first_page":"3585","last_page":"3622"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9435999989509583,"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":0.9435999989509583,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9031999707221985,"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/data-science","display_name":"Data science","score":0.5171915292739868},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.44258052110671997},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.36128291487693787},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.34626102447509766}],"concepts":[{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5171915292739868},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.44258052110671997},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.36128291487693787},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.34626102447509766},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.32604/cmc.2025.062867","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2025.062867","pdf_url":null,"source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials &amp; Continua","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.32604/cmc.2025.062867","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2025.062867","pdf_url":null,"source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials &amp; Continua","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":108,"referenced_works":["https://openalex.org/W2793369195","https://openalex.org/W2908261578","https://openalex.org/W2929612105","https://openalex.org/W3005761304","https://openalex.org/W3005801438","https://openalex.org/W3016083857","https://openalex.org/W3020522931","https://openalex.org/W3032666109","https://openalex.org/W3037569421","https://openalex.org/W3044836646","https://openalex.org/W3045073223","https://openalex.org/W3080475059","https://openalex.org/W3089283090","https://openalex.org/W3093583242","https://openalex.org/W3094002833","https://openalex.org/W3096209994","https://openalex.org/W3112248143","https://openalex.org/W3120565804","https://openalex.org/W3122989495","https://openalex.org/W3127821067","https://openalex.org/W3135089279","https://openalex.org/W3135590557","https://openalex.org/W3163739719","https://openalex.org/W3164308355","https://openalex.org/W3175153879","https://openalex.org/W3200504675","https://openalex.org/W3203323096","https://openalex.org/W3207883335","https://openalex.org/W4211067547","https://openalex.org/W4223613659","https://openalex.org/W4224303892","https://openalex.org/W4224438381","https://openalex.org/W4281960427","https://openalex.org/W4285045065","https://openalex.org/W4285060751","https://openalex.org/W4285184341","https://openalex.org/W4285211050","https://openalex.org/W4289779065","https://openalex.org/W4291653298","https://openalex.org/W4292348061","https://openalex.org/W4294643420","https://openalex.org/W4294741352","https://openalex.org/W4295308283","https://openalex.org/W4295308386","https://openalex.org/W4295865088","https://openalex.org/W4308581328","https://openalex.org/W4309338467","https://openalex.org/W4309694836","https://openalex.org/W4309878847","https://openalex.org/W4311628284","https://openalex.org/W4312924812","https://openalex.org/W4313855656","https://openalex.org/W4315865605","https://openalex.org/W4317491716","https://openalex.org/W4317612801","https://openalex.org/W4317737920","https://openalex.org/W4317796233","https://openalex.org/W4318483392","https://openalex.org/W4318484030","https://openalex.org/W4319303278","https://openalex.org/W4319878686","https://openalex.org/W4321195589","https://openalex.org/W4322576964","https://openalex.org/W4322631204","https://openalex.org/W4323980169","https://openalex.org/W4327945709","https://openalex.org/W4327953412","https://openalex.org/W4361292375","https://openalex.org/W4364377656","https://openalex.org/W4365455733","https://openalex.org/W4366680618","https://openalex.org/W4366988472","https://openalex.org/W4367277040","https://openalex.org/W4368341782","https://openalex.org/W4378176283","https://openalex.org/W4382061046","https://openalex.org/W4384700375","https://openalex.org/W4385453555","https://openalex.org/W4385464783","https://openalex.org/W4385569618","https://openalex.org/W4386114489","https://openalex.org/W4386476151","https://openalex.org/W4386918966","https://openalex.org/W4387010520","https://openalex.org/W4387259010","https://openalex.org/W4387717417","https://openalex.org/W4387789490","https://openalex.org/W4387936727","https://openalex.org/W4388343383","https://openalex.org/W4388420185","https://openalex.org/W4388500111","https://openalex.org/W4389080298","https://openalex.org/W4389495271","https://openalex.org/W4389633638","https://openalex.org/W4389722428","https://openalex.org/W4390422225","https://openalex.org/W4390837884","https://openalex.org/W4390943170","https://openalex.org/W4391468450","https://openalex.org/W4391824593","https://openalex.org/W4392294469","https://openalex.org/W4392847142","https://openalex.org/W4392859462","https://openalex.org/W4393198079","https://openalex.org/W4394897041","https://openalex.org/W4397019604","https://openalex.org/W4399039158","https://openalex.org/W4399405253"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0],"forthcoming":[1],"6G":[2,76,79,102],"wireless":[3],"networks":[4,11,80],"have":[5,28],"great":[6],"potential":[7,168],"for":[8,60,101],"establishing":[9],"AI-based":[10,160,172],"that":[12,194],"can":[13],"enhance":[14],"end-to-end":[15],"connection":[16],"and":[17,52,62,120,142,167,189],"manage":[18,87],"massive":[19],"data":[20],"of":[21,33,66,75,96,159],"real-time":[22],"networks.":[23,77,103],"Artificial":[24],"Intelligence":[25],"(AI)":[26],"advancements":[27,187],"contributed":[29],"to":[30,86,131,150,171,184],"the":[31,73,93,105,127,151,156],"development":[32],"several":[34],"innovative":[35],"technologies":[36],"by":[37],"providing":[38],"sophisticated":[39],"specific":[40],"AI":[41,67,84,97,106,128],"mathematical":[42],"models":[43],"such":[44,134],"as":[45,135],"machine":[46],"learning":[47,50],"models,":[48,51],"deep":[49],"hybrid":[53],"models.":[54],"Furthermore,":[55],"intelligent":[56],"resource":[57,99,161,173],"management":[58,100,174],"allows":[59],"self-configuration":[61],"autonomous":[63],"decision-making":[64],"capabilities":[65],"methods,":[68],"which":[69],"in":[70],"turn":[71],"improves":[72],"performance":[74],"Hence,":[78],"rely":[81],"substantially":[82],"on":[83],"methods":[85,107],"resources.":[88],"This":[89],"paper":[90],"comprehensively":[91],"surveys":[92],"recent":[94],"work":[95],"methods-based":[98],"Firstly,":[104],"are":[108,176],"categorized":[109],"into":[110],"Deep":[111],"Learning":[112,115,118,122],"(DL),":[113],"Federated":[114],"(FL),":[116],"Reinforcement":[117],"(RL),":[119],"Evolutionary":[121],"(EL).":[123],"Then,":[124],"we":[125,146],"analyze":[126],"approaches":[129,158],"according":[130],"optimization":[132],"issues":[133,166],"user":[136],"association,":[137],"channel":[138],"allocation,":[139,141],"power":[140],"mode":[143],"selection.":[144],"Thereafter,":[145],"provide":[147],"appropriate":[148],"solutions":[149],"most":[152],"significant":[153],"problems":[154],"with":[155],"existing":[157],"management.":[162],"Finally,":[163],"various":[164],"open":[165],"trends":[169],"related":[170],"applications":[175],"presented.":[177],"In":[178],"summary,":[179],"this":[180],"survey":[181],"enables":[182],"researchers":[183],"understand":[185],"these":[186],"thoroughly":[188],"quickly":[190],"identify":[191],"remaining":[192],"challenges":[193],"need":[195],"further":[196],"investigation.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
