{"id":"https://openalex.org/W4408697418","doi":"https://doi.org/10.1109/ojcoms.2025.3553302","title":"A Review of 6G and AI Convergence: Enhancing Communication Networks With Artificial Intelligence","display_name":"A Review of 6G and AI Convergence: Enhancing Communication Networks With Artificial Intelligence","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408697418","doi":"https://doi.org/10.1109/ojcoms.2025.3553302"},"language":"en","primary_location":{"id":"doi:10.1109/ojcoms.2025.3553302","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcoms.2025.3553302","pdf_url":null,"source":{"id":"https://openalex.org/S4210202420","display_name":"IEEE Open Journal of the Communications Society","issn_l":"2644-125X","issn":["2644-125X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Open Journal of the Communications Society","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/ojcoms.2025.3553302","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062565743","display_name":"Yousef Sanjalawe","orcid":"https://orcid.org/0000-0002-4442-1865"},"institutions":[{"id":"https://openalex.org/I114972647","display_name":"University of Jordan","ror":"https://ror.org/05k89ew48","country_code":"JO","type":"education","lineage":["https://openalex.org/I114972647"]},{"id":"https://openalex.org/I2800358669","display_name":"King Abdullah University Hospital","ror":"https://ror.org/02f6hdc06","country_code":"JO","type":"healthcare","lineage":["https://openalex.org/I2800358669"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Yousef Sanjalawe","raw_affiliation_strings":["Department of Information Technology, King Abdullah II School for Information Technology, University of Jordan, Amman, Jordan","Department of Information Technology, King Abdullah II School for Information Technology, University of Jordan (JU), Amman, Jordan"],"raw_orcid":"https://orcid.org/0000-0002-4442-1865","affiliations":[{"raw_affiliation_string":"Department of Information Technology, King Abdullah II School for Information Technology, University of Jordan, Amman, Jordan","institution_ids":["https://openalex.org/I114972647","https://openalex.org/I2800358669"]},{"raw_affiliation_string":"Department of Information Technology, King Abdullah II School for Information Technology, University of Jordan (JU), Amman, Jordan","institution_ids":["https://openalex.org/I114972647"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004065267","display_name":"F.M.A. Salam","orcid":"https://orcid.org/0000-0002-1025-7868"},"institutions":[{"id":"https://openalex.org/I182000528","display_name":"Ajman University","ror":"https://ror.org/01j1rma10","country_code":"AE","type":"education","lineage":["https://openalex.org/I182000528"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Salam Fraihat","raw_affiliation_strings":["Artificial Intelligence Research Center, College of Engineering and Information Technology, Ajman University, Ajman, UAE","College of Engineering and Information Technology, Artificial Intelligence Research Center (AIRC), Ajman University, Ajman, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0002-1025-7868","affiliations":[{"raw_affiliation_string":"Artificial Intelligence Research Center, College of Engineering and Information Technology, Ajman University, Ajman, UAE","institution_ids":["https://openalex.org/I182000528"]},{"raw_affiliation_string":"College of Engineering and Information Technology, Artificial Intelligence Research Center (AIRC), Ajman University, Ajman, United Arab Emirates","institution_ids":["https://openalex.org/I182000528"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027575640","display_name":"Salam Al-E\u2019mari","orcid":"https://orcid.org/0000-0002-2134-4158"},"institutions":[{"id":"https://openalex.org/I36622005","display_name":"Petra University","ror":"https://ror.org/039d9es10","country_code":"JO","type":"education","lineage":["https://openalex.org/I36622005"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Salam Al-E\u2019Mari","raw_affiliation_strings":["Department of Information Security, Faculty of Information Technology, University of Petra, Amman, Jordan"],"raw_orcid":"https://orcid.org/0000-0002-2134-4158","affiliations":[{"raw_affiliation_string":"Department of Information Security, Faculty of Information Technology, University of Petra, Amman, Jordan","institution_ids":["https://openalex.org/I36622005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059723303","display_name":"Mosleh M. Abualhaj","orcid":"https://orcid.org/0000-0002-7465-8038"},"institutions":[{"id":"https://openalex.org/I104941359","display_name":"Al-Ahliyya Amman University","ror":"https://ror.org/00xddhq60","country_code":"JO","type":"education","lineage":["https://openalex.org/I104941359"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Mosleh Abualhaj","raw_affiliation_strings":["Department of Networks and Information Security, Faculty of Information Technology, Al-Ahliyya Amman University, Amman, Jordan"],"raw_orcid":"https://orcid.org/0000-0002-7465-8038","affiliations":[{"raw_affiliation_string":"Department of Networks and Information Security, Faculty of Information Technology, Al-Ahliyya Amman University, Amman, Jordan","institution_ids":["https://openalex.org/I104941359"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024473397","display_name":"Sharif Naser Makhadmeh","orcid":"https://orcid.org/0000-0002-2894-7998"},"institutions":[{"id":"https://openalex.org/I114972647","display_name":"University of Jordan","ror":"https://ror.org/05k89ew48","country_code":"JO","type":"education","lineage":["https://openalex.org/I114972647"]},{"id":"https://openalex.org/I2800358669","display_name":"King Abdullah University Hospital","ror":"https://ror.org/02f6hdc06","country_code":"JO","type":"healthcare","lineage":["https://openalex.org/I2800358669"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Sharif Makhadmeh","raw_affiliation_strings":["Department of Information Technology, King Abdullah II School for Information Technology, University of Jordan, Amman, Jordan","Department of Information Technology, King Abdullah II School for Information Technology, University of Jordan (JU), Amman, Jordan"],"raw_orcid":"https://orcid.org/0000-0002-2894-7998","affiliations":[{"raw_affiliation_string":"Department of Information Technology, King Abdullah II School for Information Technology, University of Jordan, Amman, Jordan","institution_ids":["https://openalex.org/I114972647","https://openalex.org/I2800358669"]},{"raw_affiliation_string":"Department of Information Technology, King Abdullah II School for Information Technology, University of Jordan (JU), Amman, Jordan","institution_ids":["https://openalex.org/I114972647"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5116199101","display_name":"Emran Alzubi","orcid":null},"institutions":[{"id":"https://openalex.org/I118590987","display_name":"Northern Border University","ror":"https://ror.org/03j9tzj20","country_code":"SA","type":"education","lineage":["https://openalex.org/I118590987"]},{"id":"https://openalex.org/I4210165529","display_name":"University of Business and Technology","ror":"https://ror.org/05tcr1n44","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210165529"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Emran Alzubi","raw_affiliation_strings":["College of Business Administration, Northern Border University, Arar, Saudi Arabia","College of Business Administration, Northern Border University (NBU), Arar, Kingdom of Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Business Administration, Northern Border University, Arar, Saudi Arabia","institution_ids":["https://openalex.org/I118590987","https://openalex.org/I4210165529"]},{"raw_affiliation_string":"College of Business Administration, Northern Border University (NBU), Arar, Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I118590987","https://openalex.org/I4210165529"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1750,"currency":"USD","value_usd":1750},"apc_paid":{"value":1750,"currency":"USD","value_usd":1750},"fwci":68.4516,"has_fulltext":false,"cited_by_count":80,"citation_normalized_percentile":{"value":0.99970526,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"6","issue":null,"first_page":"2308","last_page":"2355"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13905","display_name":"Telecommunications and Broadcasting Technologies","score":0.7376000285148621,"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"}},"topics":[{"id":"https://openalex.org/T13905","display_name":"Telecommunications and Broadcasting Technologies","score":0.7376000285148621,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6263898015022278},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47279495000839233},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4445555806159973},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.43414217233657837},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.08137845993041992}],"concepts":[{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6263898015022278},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47279495000839233},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4445555806159973},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.43414217233657837},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.08137845993041992},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ojcoms.2025.3553302","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcoms.2025.3553302","pdf_url":null,"source":{"id":"https://openalex.org/S4210202420","display_name":"IEEE Open Journal of the Communications Society","issn_l":"2644-125X","issn":["2644-125X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Open Journal of the Communications Society","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8c50f3a5a02648d997471381b1349806","is_oa":true,"landing_page_url":"https://doaj.org/article/8c50f3a5a02648d997471381b1349806","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Open Journal of the Communications Society, Vol 6, Pp 2308-2355 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/ojcoms.2025.3553302","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcoms.2025.3553302","pdf_url":null,"source":{"id":"https://openalex.org/S4210202420","display_name":"IEEE Open Journal of the Communications Society","issn_l":"2644-125X","issn":["2644-125X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Open Journal of the Communications Society","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.49000000953674316,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":233,"referenced_works":["https://openalex.org/W2104377140","https://openalex.org/W2146307079","https://openalex.org/W2791279818","https://openalex.org/W2901008672","https://openalex.org/W2912185124","https://openalex.org/W2912224254","https://openalex.org/W2968419219","https://openalex.org/W2974084046","https://openalex.org/W3011830499","https://openalex.org/W3025642165","https://openalex.org/W3034315788","https://openalex.org/W3047028947","https://openalex.org/W3058760796","https://openalex.org/W3100386317","https://openalex.org/W3120581832","https://openalex.org/W3120633410","https://openalex.org/W3121354667","https://openalex.org/W3127447975","https://openalex.org/W3129311377","https://openalex.org/W3133603740","https://openalex.org/W3135684856","https://openalex.org/W3137135908","https://openalex.org/W3139405209","https://openalex.org/W3146736019","https://openalex.org/W3155413563","https://openalex.org/W3163231210","https://openalex.org/W3173151636","https://openalex.org/W3177068995","https://openalex.org/W3185634836","https://openalex.org/W3195333310","https://openalex.org/W3196869730","https://openalex.org/W3197531597","https://openalex.org/W3197552048","https://openalex.org/W3206160551","https://openalex.org/W3206229484","https://openalex.org/W3206591284","https://openalex.org/W3211742690","https://openalex.org/W3212941463","https://openalex.org/W3213413164","https://openalex.org/W3213787142","https://openalex.org/W3213872105","https://openalex.org/W3214899504","https://openalex.org/W3216069328","https://openalex.org/W3216246916","https://openalex.org/W4205144643","https://openalex.org/W4205769651","https://openalex.org/W4206745731","https://openalex.org/W4213436186","https://openalex.org/W4220927605","https://openalex.org/W4224252011","https://openalex.org/W4224293851","https://openalex.org/W4225611656","https://openalex.org/W4234585325","https://openalex.org/W4253178971","https://openalex.org/W4281740486","https://openalex.org/W4283071990","https://openalex.org/W4283215087","https://openalex.org/W4285246780","https://openalex.org/W4285288357","https://openalex.org/W4288069865","https://openalex.org/W4292348061","https://openalex.org/W4294068576","https://openalex.org/W4294643420","https://openalex.org/W4294741352","https://openalex.org/W4297798754","https://openalex.org/W4306377608","https://openalex.org/W4306393483","https://openalex.org/W4306408145","https://openalex.org/W4308190787","https://openalex.org/W4308939941","https://openalex.org/W4309694836","https://openalex.org/W4309878847","https://openalex.org/W4312058654","https://openalex.org/W4313068113","https://openalex.org/W4313071569","https://openalex.org/W4313887236","https://openalex.org/W4318483041","https://openalex.org/W4321201265","https://openalex.org/W4322576964","https://openalex.org/W4323338401","https://openalex.org/W4323980169","https://openalex.org/W4324319988","https://openalex.org/W4366721991","https://openalex.org/W4377103282","https://openalex.org/W4380568673","https://openalex.org/W4381331133","https://openalex.org/W4382364507","https://openalex.org/W4382401293","https://openalex.org/W4382618630","https://openalex.org/W4383562639","https://openalex.org/W4385144882","https://openalex.org/W4385384819","https://openalex.org/W4385429522","https://openalex.org/W4385431427","https://openalex.org/W4385453555","https://openalex.org/W4385655966","https://openalex.org/W4385765561","https://openalex.org/W4385805106","https://openalex.org/W4386038304","https://openalex.org/W4386428891","https://openalex.org/W4386736487","https://openalex.org/W4386869719","https://openalex.org/W4386913455","https://openalex.org/W4387018201","https://openalex.org/W4387079021","https://openalex.org/W4387149748","https://openalex.org/W4387757643","https://openalex.org/W4388025988","https://openalex.org/W4388494745","https://openalex.org/W4388837996","https://openalex.org/W4389977225","https://openalex.org/W4390771634","https://openalex.org/W4391305431","https://openalex.org/W4391318976","https://openalex.org/W4391819143","https://openalex.org/W4391828033","https://openalex.org/W4391888749","https://openalex.org/W4391954786","https://openalex.org/W4391956152","https://openalex.org/W4392244851","https://openalex.org/W4392405597","https://openalex.org/W4392693677","https://openalex.org/W4392847142","https://openalex.org/W4392904339","https://openalex.org/W4393035805","https://openalex.org/W4393095610","https://openalex.org/W4393185338","https://openalex.org/W4393198079","https://openalex.org/W4393323743","https://openalex.org/W4393864584","https://openalex.org/W4394586114","https://openalex.org/W4394586155","https://openalex.org/W4394939041","https://openalex.org/W4394994926","https://openalex.org/W4395078933","https://openalex.org/W4395467152","https://openalex.org/W4395691452","https://openalex.org/W4396754445","https://openalex.org/W4396782830","https://openalex.org/W4396918193","https://openalex.org/W4396929886","https://openalex.org/W4398151366","https://openalex.org/W4398226337","https://openalex.org/W4398249507","https://openalex.org/W4399268448","https://openalex.org/W4399343329","https://openalex.org/W4399486561","https://openalex.org/W4399665795","https://openalex.org/W4399767670","https://openalex.org/W4399770404","https://openalex.org/W4399783743","https://openalex.org/W4399800473","https://openalex.org/W4399995236","https://openalex.org/W4400188118","https://openalex.org/W4400197989","https://openalex.org/W4400276753","https://openalex.org/W4400277558","https://openalex.org/W4400277648","https://openalex.org/W4400420952","https://openalex.org/W4400489862","https://openalex.org/W4400593853","https://openalex.org/W4400624424","https://openalex.org/W4400727443","https://openalex.org/W4400771422","https://openalex.org/W4400881859","https://openalex.org/W4400913636","https://openalex.org/W4400916164","https://openalex.org/W4401074764","https://openalex.org/W4401186030","https://openalex.org/W4401628481","https://openalex.org/W4401639680","https://openalex.org/W4401683893","https://openalex.org/W4401684930","https://openalex.org/W4401871087","https://openalex.org/W4401871187","https://openalex.org/W4401872038","https://openalex.org/W4401878745","https://openalex.org/W4401980060","https://openalex.org/W4402072878","https://openalex.org/W4402077686","https://openalex.org/W4402155955","https://openalex.org/W4402170654","https://openalex.org/W4402440623","https://openalex.org/W4402508663","https://openalex.org/W4402510915","https://openalex.org/W4402569092","https://openalex.org/W4402728136","https://openalex.org/W4402812114","https://openalex.org/W4402841739","https://openalex.org/W4402994598","https://openalex.org/W4403021983","https://openalex.org/W4403182429","https://openalex.org/W4403259036","https://openalex.org/W4403325238","https://openalex.org/W4403607904","https://openalex.org/W4403759003","https://openalex.org/W4403763821","https://openalex.org/W4403763862","https://openalex.org/W4403775528","https://openalex.org/W4404189745","https://openalex.org/W4404625491","https://openalex.org/W4404787396","https://openalex.org/W4405030549","https://openalex.org/W4405220480","https://openalex.org/W4405272057","https://openalex.org/W4405351316","https://openalex.org/W4405372644","https://openalex.org/W4405525906","https://openalex.org/W4405525975","https://openalex.org/W4405628878","https://openalex.org/W4405660380","https://openalex.org/W4405660382","https://openalex.org/W4405781346","https://openalex.org/W4405851862","https://openalex.org/W4405999636","https://openalex.org/W4406047601","https://openalex.org/W4406090104","https://openalex.org/W4406612878","https://openalex.org/W4406664986","https://openalex.org/W4407638462","https://openalex.org/W6775685436","https://openalex.org/W6779322082","https://openalex.org/W6780336686","https://openalex.org/W6806074802","https://openalex.org/W6860505194","https://openalex.org/W6865931410","https://openalex.org/W6866409090","https://openalex.org/W6869616883","https://openalex.org/W6872614478","https://openalex.org/W6876127847","https://openalex.org/W6879269206","https://openalex.org/W6879509600","https://openalex.org/W7019152418"],"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":{"This":[0,139],"paper":[1,42,140],"explores":[2],"the":[3,33,151],"integration":[4],"of":[5,36,145,153],"Artificial":[6,28,72,87,121,147],"Intelligence":[7,73,122,148],"into":[8],"6G":[9,97,124,154],"networks,":[10,98,155],"focusing":[11,99],"on":[12,100],"optimizing":[13],"communication,":[14],"resource":[15,81],"allocation,":[16],"and":[17,53,64,80,105,116,136,160],"enhancing":[18],"security.":[19,108],"As":[20],"communication":[21,164],"systems":[22,125],"transition":[23],"from":[24],"5G":[25],"to":[26],"6G,":[27],"Intelligence\u2019s":[29],"role":[30],"in":[31,59,96,119,123],"addressing":[32,93],"increasing":[34],"complexity":[35],"network":[37,76],"management":[38],"becomes":[39],"pivotal.":[40],"The":[41],"reviews":[43],"key":[44],"AI":[45,135],"technologies":[46],"such":[47,110],"as":[48,111],"machine":[49],"learning,":[50,52,55],"deep":[51],"reinforcement":[54],"demonstrating":[56],"their":[57],"applications":[58],"predictive":[60],"maintenance,":[61],"traffic":[62],"management,":[63,79],"energy":[65],"efficiency":[66],"optimization.":[67],"It":[68],"also":[69,127],"highlights":[70],"how":[71,146],"enables":[74],"intelligent":[75],"slicing,":[77],"spectrum":[78],"allocation":[82],"through":[83],"dynamic":[84],"algorithms.":[85],"Furthermore,":[86],"Intelligence-driven":[88],"solutions":[89],"are":[90,126],"presented":[91],"for":[92,162],"security":[94],"concerns":[95,118],"intrusion":[101],"detection,":[102,104],"anomaly":[103],"blockchain-based":[106],"decentralized":[107],"Challenges":[109],"computational":[112],"overhead,":[113],"data":[114],"privacy,":[115],"ethical":[117],"implementing":[120],"discussed,":[128],"along":[129],"with":[130],"future":[131,163],"directions,":[132],"including":[133],"quantum":[134],"federated":[137],"learning.":[138],"provides":[141],"a":[142],"comprehensive":[143],"analysis":[144],"can":[149],"enhance":[150],"capabilities":[152],"ensuring":[156],"improved":[157],"performance,":[158],"security,":[159],"scalability":[161],"technologies.":[165]},"counts_by_year":[{"year":2026,"cited_by_count":24},{"year":2025,"cited_by_count":56}],"updated_date":"2026-06-13T07:54:00.901334","created_date":"2025-10-10T00:00:00"}
