{"id":"https://openalex.org/W4408402306","doi":"https://doi.org/10.1109/menacomm62946.2025.10910986","title":"Implementing a Cell-Free 6G Distributed AI Network With the Use of Deep ML Under a Traditional Multi-Cell Mobile Network","display_name":"Implementing a Cell-Free 6G Distributed AI Network With the Use of Deep ML Under a Traditional Multi-Cell Mobile Network","publication_year":2025,"publication_date":"2025-02-20","ids":{"openalex":"https://openalex.org/W4408402306","doi":"https://doi.org/10.1109/menacomm62946.2025.10910986"},"language":"en","primary_location":{"id":"doi:10.1109/menacomm62946.2025.10910986","is_oa":false,"landing_page_url":"https://doi.org/10.1109/menacomm62946.2025.10910986","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 5th IEEE Middle East and North Africa Communications Conference (MENACOMM)","raw_type":"proceedings-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/A5044282755","display_name":"Iacovos Ioannou","orcid":"https://orcid.org/0000-0002-1562-5543"},"institutions":[{"id":"https://openalex.org/I34771391","display_name":"University of Cyprus","ror":"https://ror.org/02qjrjx09","country_code":"CY","type":"education","lineage":["https://openalex.org/I34771391"]}],"countries":["CY"],"is_corresponding":true,"raw_author_name":"Iacovos Ioannou","raw_affiliation_strings":["University of Cyprus and CYENS - Centre of Excellence,Department of Computer Science,Cyprus"],"affiliations":[{"raw_affiliation_string":"University of Cyprus and CYENS - Centre of Excellence,Department of Computer Science,Cyprus","institution_ids":["https://openalex.org/I34771391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020514740","display_name":"Andreas Gregoriades","orcid":"https://orcid.org/0000-0002-7422-1514"},"institutions":[{"id":"https://openalex.org/I163151358","display_name":"Cyprus University of Technology","ror":"https://ror.org/05qt8tf94","country_code":"CY","type":"education","lineage":["https://openalex.org/I163151358"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Andreas Gregoriades","raw_affiliation_strings":["Cyprus University of Technology"],"affiliations":[{"raw_affiliation_string":"Cyprus University of Technology","institution_ids":["https://openalex.org/I163151358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078014999","display_name":"Chr\u0131stophoros Christophorou","orcid":"https://orcid.org/0000-0002-1852-8642"},"institutions":[{"id":"https://openalex.org/I4210108889","display_name":"University of Central Lancashire Cyprus","ror":"https://ror.org/020ps3a34","country_code":"CY","type":"education","lineage":["https://openalex.org/I185852735","https://openalex.org/I4210108889"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Christophoros Christophorou","raw_affiliation_strings":["University of Central Lancashire (UCLAN),Larnaca,Cyprus"],"affiliations":[{"raw_affiliation_string":"University of Central Lancashire (UCLAN),Larnaca,Cyprus","institution_ids":["https://openalex.org/I4210108889"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016380055","display_name":"Marios Raspopoulos","orcid":"https://orcid.org/0000-0003-1513-6018"},"institutions":[{"id":"https://openalex.org/I4210108889","display_name":"University of Central Lancashire Cyprus","ror":"https://ror.org/020ps3a34","country_code":"CY","type":"education","lineage":["https://openalex.org/I185852735","https://openalex.org/I4210108889"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Marios Raspopoulos","raw_affiliation_strings":["University of Central Lancashire (UCLAN),Larnaca,Cyprus"],"affiliations":[{"raw_affiliation_string":"University of Central Lancashire (UCLAN),Larnaca,Cyprus","institution_ids":["https://openalex.org/I4210108889"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029533963","display_name":"Vasos Vassiliou","orcid":"https://orcid.org/0000-0001-8647-0860"},"institutions":[{"id":"https://openalex.org/I34771391","display_name":"University of Cyprus","ror":"https://ror.org/02qjrjx09","country_code":"CY","type":"education","lineage":["https://openalex.org/I34771391"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Vasos Vassiliou","raw_affiliation_strings":["University of Cyprus and CYENS - Centre of Excellence,Department of Computer Science,Cyprus"],"affiliations":[{"raw_affiliation_string":"University of Cyprus and CYENS - Centre of Excellence,Department of Computer Science,Cyprus","institution_ids":["https://openalex.org/I34771391"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5044282755"],"corresponding_institution_ids":["https://openalex.org/I34771391"],"apc_list":null,"apc_paid":null,"fwci":3.5766,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.92469524,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13905","display_name":"Telecommunications and Broadcasting Technologies","score":0.8432999849319458,"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":0.8432999849319458,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.7867000102996826,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.7580000162124634,"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":0.6925235986709595},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3583414554595947},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3577524423599243}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6925235986709595},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3583414554595947},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3577524423599243}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/menacomm62946.2025.10910986","is_oa":false,"landing_page_url":"https://doi.org/10.1109/menacomm62946.2025.10910986","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 5th IEEE Middle East and North Africa Communications Conference (MENACOMM)","raw_type":"proceedings-article"},{"id":"pmh:oai:clok.uclan.ac.uk:53989","is_oa":false,"landing_page_url":"http://orcid.org/0000-0003-1513-6018>","pdf_url":null,"source":{"id":"https://openalex.org/S4306402361","display_name":"CLOK (University of Central Lancashire)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I185852735","host_organization_name":"University of Lancashire","host_organization_lineage":["https://openalex.org/I185852735"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W65738273","https://openalex.org/W595252221","https://openalex.org/W1987971958","https://openalex.org/W2025768430","https://openalex.org/W2051224630","https://openalex.org/W2054692642","https://openalex.org/W2067191022","https://openalex.org/W2147601077","https://openalex.org/W2168175751","https://openalex.org/W2286275639","https://openalex.org/W2919645791","https://openalex.org/W2963673880","https://openalex.org/W2965123227","https://openalex.org/W2974046131","https://openalex.org/W4206530644","https://openalex.org/W4240204763","https://openalex.org/W4293263215","https://openalex.org/W4391503129","https://openalex.org/W4398200248","https://openalex.org/W4401389802","https://openalex.org/W6637131181","https://openalex.org/W6672191126","https://openalex.org/W6678914141","https://openalex.org/W6679568601"],"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":[0,85],"emergence":[1],"of":[2,21,87],"cell-free":[3,29],"networks":[4,120],"marks":[5],"a":[6,27,111],"transformative":[7],"shift":[8],"in":[9],"wireless":[10,119],"communication":[11],"by":[12],"eliminating":[13],"rigid":[14],"cell":[15],"boundaries":[16],"and":[17,47,70,76,98,114,121],"addressing":[18],"the":[19,59,63,104],"challenges":[20],"dense":[22,83],"environments.":[23],"This":[24],"study":[25],"introduces":[26],"novel":[28],"architecture":[30],"that":[31],"integrates":[32],"advanced":[33],"clustering":[34,68],"algorithms":[35],"such":[36],"as":[37],"Self-Organizing":[38],"Maps":[39],"(SOM),":[40],"Gaussian":[41],"Mixture":[42],"Model":[43],"(GMM),":[44],"MeanShift,":[45],"DBSCAN,":[46],"KMeans,":[48],"with":[49,107],"Belief-Desire-Intention":[50],"extended":[51],"(BDIx)":[52],"agents":[53,89],"for":[54,82,94,117],"optimized":[55],"resource":[56,99],"allocation.":[57],"Among":[58],"approaches,":[60],"SOM":[61],"demonstrates":[62],"highest":[64],"performance,":[65],"achieving":[66],"superior":[67],"metrics":[69],"significantly":[71],"improving":[72],"network":[73],"sum":[74],"rate":[75],"energy":[77],"efficiency,":[78],"making":[79],"it":[80],"ideal":[81],"networks.":[84],"integration":[86],"BDIx":[88],"further":[90],"improves":[91],"real-time":[92],"decision-making":[93],"collaborative":[95],"load":[96],"balancing":[97],"distribution.":[100],"Simulation":[101],"results":[102],"validate":[103],"framework\u2019s":[105],"alignment":[106],"6G":[108],"goals,":[109],"offering":[110],"scalable,":[112],"adaptive,":[113],"energy-efficient":[115],"solution":[116],"modern":[118],"high-bandwidth":[122],"urban":[123],"applications.":[124]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
