{"id":"https://openalex.org/W7123681656","doi":"https://doi.org/10.1109/comnet68251.2025.11325213","title":"AI-Driven Hybrid NOMA-RSMA Access for next generation Networks","display_name":"AI-Driven Hybrid NOMA-RSMA Access for next generation Networks","publication_year":2025,"publication_date":"2025-11-04","ids":{"openalex":"https://openalex.org/W7123681656","doi":"https://doi.org/10.1109/comnet68251.2025.11325213"},"language":null,"primary_location":{"id":"doi:10.1109/comnet68251.2025.11325213","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comnet68251.2025.11325213","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Twelfth International Conference on Communications and Networking (ComNet)","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/A5117345529","display_name":"Mohamed Amine Hechmi","orcid":null},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Mohamed Amine Hechmi","raw_affiliation_strings":["University of Carthage,Mediatron Lab Sup’Com,Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Carthage,Mediatron Lab Sup’Com,Tunisia","institution_ids":["https://openalex.org/I179097149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039261212","display_name":"S Rejeb","orcid":null},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Sonia Ben Rejeb","raw_affiliation_strings":["University of Carthage,Mediatron Lab Sup’Com,Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Carthage,Mediatron Lab Sup’Com,Tunisia","institution_ids":["https://openalex.org/I179097149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5122888314","display_name":"Sami Tabbane","orcid":null},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Sami Tabbane","raw_affiliation_strings":["University of Carthage,Mediatron Lab Sup’Com,Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Carthage,Mediatron Lab Sup’Com,Tunisia","institution_ids":["https://openalex.org/I179097149"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5117345529"],"corresponding_institution_ids":["https://openalex.org/I179097149"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.61634652,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9958000183105469,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9958000183105469,"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":0.000699999975040555,"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/T12079","display_name":"IoT Networks and Protocols","score":0.000699999975040555,"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/noma","display_name":"Noma","score":0.4997999966144562},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.48649999499320984},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.48410001397132874},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4724000096321106},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.46399998664855957},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.45410001277923584},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4499000012874603},{"id":"https://openalex.org/keywords/hybrid-system","display_name":"Hybrid system","score":0.4449000060558319},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.41530001163482666}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.715399980545044},{"id":"https://openalex.org/C2775918612","wikidata":"https://www.wikidata.org/wiki/Q994794","display_name":"Noma","level":3,"score":0.4997999966144562},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.49790000915527344},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4875999987125397},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.48649999499320984},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.48410001397132874},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4724000096321106},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.46399998664855957},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.45410001277923584},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4499000012874603},{"id":"https://openalex.org/C50897621","wikidata":"https://www.wikidata.org/wiki/Q2665508","display_name":"Hybrid system","level":2,"score":0.4449000060558319},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.41530001163482666},{"id":"https://openalex.org/C182448111","wikidata":"https://www.wikidata.org/wiki/Q7281197","display_name":"Radio resource management","level":4,"score":0.40939998626708984},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.37689998745918274},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.375900000333786},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.3707999885082245},{"id":"https://openalex.org/C137246740","wikidata":"https://www.wikidata.org/wiki/Q583970","display_name":"Spectral efficiency","level":3,"score":0.3702999949455261},{"id":"https://openalex.org/C62793504","wikidata":"https://www.wikidata.org/wiki/Q228327","display_name":"Access network","level":2,"score":0.3434000015258789},{"id":"https://openalex.org/C527821871","wikidata":"https://www.wikidata.org/wiki/Q228502","display_name":"Access control","level":2,"score":0.31150001287460327},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.30570000410079956},{"id":"https://openalex.org/C56685638","wikidata":"https://www.wikidata.org/wiki/Q2300474","display_name":"Power control","level":3,"score":0.28279998898506165},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.26579999923706055},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.2639000117778778},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.25850000977516174}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/comnet68251.2025.11325213","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comnet68251.2025.11325213","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Twelfth International Conference on Communications and Networking (ComNet)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8955426216125488,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2054692642","https://openalex.org/W2787255587","https://openalex.org/W2963336322","https://openalex.org/W3011830499","https://openalex.org/W4411949070"],"related_works":[],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"a":[3,76,148],"novel":[4],"hybrid":[5,83,118,145],"multiple":[6],"access":[7],"scheme":[8,85],"for":[9],"sixth-generation":[10],"(6G)":[11],"wireless":[12,158],"networks":[13,26],"by":[14],"integrating":[15],"Non-Orthogonal":[16],"Multiple":[17,22],"Access":[18,23],"(NOMA)":[19],"and":[20,38,44,57,65,101,123,131,137],"Rate-Splitting":[21],"(RSMA).":[24],"6G":[25],"impose":[27],"stringent":[28],"requirements":[29],"such":[30],"as":[31],"ultra-high":[32],"through-put,":[33],"energy":[34,66,96,132],"efficiency,":[35,97,133],"low-latency":[36],"communication,":[37],"robust":[39],"interference":[40,99],"management.":[41],"While":[42],"NOMA":[43,122],"RSMA":[45,124],"individually":[46],"address":[47],"some":[48],"of":[49,63,93,115,156],"these":[50],"challenges,":[51],"their":[52],"joint":[53],"deployment":[54],"entails":[55],"analytical":[56,78],"practical":[58],"complexities,":[59],"notably":[60],"the":[61,82,113,116,143,153],"optimization":[62],"spectral":[64,130],"efficiency":[67],"under":[68],"diverse":[69],"network":[70],"conditions.In":[71],"this":[72],"work,":[73],"we":[74],"propose":[75],"unified":[77],"framework":[79],"to":[80,151],"evaluate":[81],"RSMA-NOMA":[84,144],"against":[86],"key":[87],"performance":[88],"indicators":[89],"including":[90],"throughput,":[91],"Quality":[92],"Experience":[94],"(QoE),":[95],"latency,":[98],"mitigation,":[100],"transmission":[102],"reliability.":[103],"Extensive":[104],"simulations":[105],"based":[106],"on":[107],"Deep":[108],"Reinforcement":[109],"Learning":[110],"(DRL)":[111],"validate":[112],"superiority":[114],"proposed":[117],"system":[119],"over":[120],"standalone":[121],"schemes,":[125],"demonstrating":[126],"significant":[127],"improvements":[128],"in":[129],"enhanced":[134],"communication":[135],"reliability,":[136],"reduced":[138],"latency.These":[139],"results":[140],"highlight":[141],"that":[142],"approach":[146],"represents":[147],"promising":[149],"architecture":[150],"meet":[152],"complex":[154],"demands":[155],"future":[157],"networks.":[159]},"counts_by_year":[],"updated_date":"2026-01-14T23:44:37.837170","created_date":"2026-01-14T00:00:00"}