{"id":"https://openalex.org/W4410887214","doi":"https://doi.org/10.1109/tnsm.2025.3573797","title":"CARRAS: Combined AOA and RBFNN for Resource Allocation in Single Site 5G Network","display_name":"CARRAS: Combined AOA and RBFNN for Resource Allocation in Single Site 5G Network","publication_year":2025,"publication_date":"2025-05-30","ids":{"openalex":"https://openalex.org/W4410887214","doi":"https://doi.org/10.1109/tnsm.2025.3573797"},"language":"en","primary_location":{"id":"doi:10.1109/tnsm.2025.3573797","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2025.3573797","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"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 Network and Service Management","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/A5117770518","display_name":"Numidia Zaidi","orcid":null},"institutions":[{"id":"https://openalex.org/I40193446","display_name":"University Ferhat Abbas of Setif","ror":"https://ror.org/02rzqza52","country_code":"DZ","type":"education","lineage":["https://openalex.org/I40193446"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Numidia Zaidi","raw_affiliation_strings":["Electronics Department, Laboratoire d&#x2019;Instrumentation Scientifique, University Ferhat Abbas Setif 1, Setif, Algeria","University Ferhat Abbas SETIF 1, Electronics Department, Laboratoire d&#x2019;Instrumentation Scientifique (LIS), Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics Department, Laboratoire d&#x2019;Instrumentation Scientifique, University Ferhat Abbas Setif 1, Setif, Algeria","institution_ids":["https://openalex.org/I40193446"]},{"raw_affiliation_string":"University Ferhat Abbas SETIF 1, Electronics Department, Laboratoire d&#x2019;Instrumentation Scientifique (LIS), Algeria","institution_ids":["https://openalex.org/I40193446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010019837","display_name":"Zenadji Sylia","orcid":null},"institutions":[{"id":"https://openalex.org/I187560010","display_name":"University of B\u00e9ja\u00efa","ror":"https://ror.org/03yb2hp88","country_code":"DZ","type":"education","lineage":["https://openalex.org/I187560010"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Sylia Zenadji","raw_affiliation_strings":["Ecole Sup&#x00E9;rieure en Science et Technologie de l&#x2019;Informatique et du Num&#x00E9;rique, Universit&#x00E9; de Bejaia (LITAN), Bejaia, Algeria","Universit&#x00E9; de Bejaia, Ecole Sup&#x00E9;rieure en Science et Technologie de l&#x2019;Informatique et du Num&#x00E9;rique, Laboratory (LITAN) Bejaia, Algeria"],"raw_orcid":"https://orcid.org/0009-0003-8049-787X","affiliations":[{"raw_affiliation_string":"Ecole Sup&#x00E9;rieure en Science et Technologie de l&#x2019;Informatique et du Num&#x00E9;rique, Universit&#x00E9; de Bejaia (LITAN), Bejaia, Algeria","institution_ids":["https://openalex.org/I187560010"]},{"raw_affiliation_string":"Universit&#x00E9; de Bejaia, Ecole Sup&#x00E9;rieure en Science et Technologie de l&#x2019;Informatique et du Num&#x00E9;rique, Laboratory (LITAN) Bejaia, Algeria","institution_ids":["https://openalex.org/I187560010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046015093","display_name":"Mohamed Amine Ouamri","orcid":"https://orcid.org/0000-0002-1922-5483"},"institutions":[{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mohamed Amine Ouamri","raw_affiliation_strings":["Department of Network and Telecommunication, IUT de Villetaneuse, Sorbonne North Paris University, L2TI Laboratory, Paris, France","Departement of Network and Telecommunication, IUT de Villetaneuse, Sorbonne North Paris University, L2TI Laboratory, Paris France"],"raw_orcid":"https://orcid.org/0000-0002-1922-5483","affiliations":[{"raw_affiliation_string":"Department of Network and Telecommunication, IUT de Villetaneuse, Sorbonne North Paris University, L2TI Laboratory, Paris, France","institution_ids":["https://openalex.org/I4210091279"]},{"raw_affiliation_string":"Departement of Network and Telecommunication, IUT de Villetaneuse, Sorbonne North Paris University, L2TI Laboratory, Paris France","institution_ids":["https://openalex.org/I4210091279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017728649","display_name":"Daljeet Singh","orcid":"https://orcid.org/0000-0002-0587-1476"},"institutions":[{"id":"https://openalex.org/I110360157","display_name":"Lovely Professional University","ror":"https://ror.org/00et6q107","country_code":"IN","type":"education","lineage":["https://openalex.org/I110360157"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Daljeet Singh","raw_affiliation_strings":["School of Electronics and Electrical Engineering, Lovely Professional University, Phagwara, India","School of Electronics and Electrical Engineering, Lovely Professional University, Punjab, India"],"raw_orcid":"https://orcid.org/0000-0002-0587-1476","affiliations":[{"raw_affiliation_string":"School of Electronics and Electrical Engineering, Lovely Professional University, Phagwara, India","institution_ids":["https://openalex.org/I110360157"]},{"raw_affiliation_string":"School of Electronics and Electrical Engineering, Lovely Professional University, Punjab, India","institution_ids":["https://openalex.org/I110360157"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115810389","display_name":"FERHAT HAMIDA Abdelhak","orcid":null},"institutions":[{"id":"https://openalex.org/I40193446","display_name":"University Ferhat Abbas of Setif","ror":"https://ror.org/02rzqza52","country_code":"DZ","type":"education","lineage":["https://openalex.org/I40193446"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"F. Hamida Abdelhak","raw_affiliation_strings":["Electronics Department, Laboratoire d&#x2019;Instrumentation Scientifique, University Ferhat Abbas Setif 1, Setif, Algeria","University Ferhat Abbas SETIF 1, Electronics Department, Laboratoire d&#x2019;Instrumentation Scientifique (LIS), Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics Department, Laboratoire d&#x2019;Instrumentation Scientifique, University Ferhat Abbas Setif 1, Setif, Algeria","institution_ids":["https://openalex.org/I40193446"]},{"raw_affiliation_string":"University Ferhat Abbas SETIF 1, Electronics Department, Laboratoire d&#x2019;Instrumentation Scientifique (LIS), Algeria","institution_ids":["https://openalex.org/I40193446"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5117770518"],"corresponding_institution_ids":["https://openalex.org/I40193446"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09625518,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"22","issue":"5","first_page":"4407","last_page":"4418"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12146","display_name":"Power Line Communications and Noise","score":0.878600001335144,"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"}},"topics":[{"id":"https://openalex.org/T12146","display_name":"Power Line Communications and Noise","score":0.878600001335144,"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"}},{"id":"https://openalex.org/T11873","display_name":"PAPR reduction in OFDM","score":0.858299970626831,"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"}},{"id":"https://openalex.org/T10847","display_name":"Advanced Optical Network Technologies","score":0.8504999876022339,"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":0.7845309972763062},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5376464128494263},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.5312670469284058},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5147102475166321}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7845309972763062},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5376464128494263},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.5312670469284058},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5147102475166321}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnsm.2025.3573797","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2025.3573797","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"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 Network and Service Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1974747474","https://openalex.org/W2792955298","https://openalex.org/W2883104796","https://openalex.org/W2944148619","https://openalex.org/W2955338161","https://openalex.org/W2963290405","https://openalex.org/W2967426369","https://openalex.org/W2981629859","https://openalex.org/W3083514520","https://openalex.org/W3090719189","https://openalex.org/W3119051141","https://openalex.org/W3122846486","https://openalex.org/W3154054673","https://openalex.org/W3159101011","https://openalex.org/W3187237685","https://openalex.org/W4205860927","https://openalex.org/W4210482483","https://openalex.org/W4214643686","https://openalex.org/W4285211050","https://openalex.org/W4285230687","https://openalex.org/W4285285268","https://openalex.org/W4295308193","https://openalex.org/W4312300168","https://openalex.org/W4321021465","https://openalex.org/W4376138133","https://openalex.org/W4383504040","https://openalex.org/W4391769240","https://openalex.org/W4391838666","https://openalex.org/W4399910748"],"related_works":["https://openalex.org/W2923452570","https://openalex.org/W206598027","https://openalex.org/W2978610750","https://openalex.org/W2022931285","https://openalex.org/W1589966275","https://openalex.org/W2086872282","https://openalex.org/W2137789903","https://openalex.org/W2138781885","https://openalex.org/W4315630413","https://openalex.org/W2153007255"],"abstract_inverted_index":{"5G":[0,125,197],"and":[1,85,93,118,132,138,155,205,208],"future":[2],"networks":[3],"must":[4],"manage":[5],"flows":[6],"with":[7,105],"varying":[8],"Quality":[9],"of":[10,39,49,186,203],"Service":[11],"(QoS)":[12],"requirements,":[13],"even":[14],"under":[15],"unpredictable":[16],"traffic":[17],"conditions.":[18],"As":[19],"user":[20,153],"requirements":[21],"for":[22,70],"network":[23,77,109,133],"capacity":[24],"evolve":[25],"over":[26,174],"time,":[27],"it":[28,96],"is":[29,111,148,191],"crucial":[30],"to":[31,35,61,94,113,151,159,195],"allocate":[32],"resources":[33,134,157],"appropriately":[34],"maximize":[36],"the":[37,47,74,90,99,115,127,143,167,184,192,211],"efficiency":[38],"their":[40],"application.":[41],"Consequently,":[42],"these":[43],"demands":[44],"are":[45,57,135],"driving":[46],"creation":[48],"new":[50],"resource":[51,71,198],"management":[52],"policies,":[53],"as":[54,178],"conventional":[55],"methods":[56],"no":[58],"longer":[59],"sufficient":[60],"meet":[62],"them":[63],"effectively.":[64],"Thus,":[65],"we":[66],"propose":[67],"a":[68,124,171,201],"framework":[69],"allocation":[72,199],"at":[73],"radio":[75],"access":[76],"(RAN)":[78],"level,":[79],"while":[80],"taking":[81],"into":[82],"consideration":[83],"throughput":[84],"delay":[86],"probability.":[87],"To":[88,140,183],"solve":[89],"formulated":[91],"problem":[92],"make":[95],"more":[97],"tractable,":[98],"archimedes":[100],"optimization":[101],"algorithm":[102],"(AOA)":[103],"combined":[104],"an":[106],"artificial":[107],"neural":[108],"(ANN)":[110],"introduced":[112],"explore":[114],"search":[116],"space":[117],"find":[119],"optimal":[120],"solutions.":[121],"Nevertheless,":[122],"in":[123],"environment,":[126],"interactions":[128],"between":[129],"users,":[130],"services,":[131],"inherently":[136],"complex":[137],"non-linear.":[139],"this":[141,189],"end,":[142],"radial":[144],"basis":[145],"function":[146],"(RBF)":[147],"then":[149],"used":[150],"predict":[152],"needs":[154],"reallocate":[156],"according":[158],"expected":[160],"results.":[161],"The":[162],"simulation":[163],"results":[164],"show":[165],"that":[166],"proposed":[168],"approach":[169],"has":[170],"significant":[172],"advantage":[173],"traditional":[175],"approaches":[176],"such":[177],"Particle":[179],"Swarm":[180],"Optimization":[181],"(PSO).":[182],"best":[185],"our":[187],"knowledge,":[188],"paper":[190],"first":[193],"attempt":[194],"study":[196],"using":[200],"combination":[202],"AOA":[204],"RBFNN":[206],"algorithms":[207],"adequately":[209],"describes":[210],"approach.":[212]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
