{"id":"https://openalex.org/W7125906631","doi":"https://doi.org/10.1109/commnet68224.2025.11288824","title":"Achievable Rates of Full Duplex Cooperative Relay Selection-Based Machine Learning","display_name":"Achievable Rates of Full Duplex Cooperative Relay Selection-Based Machine Learning","publication_year":2025,"publication_date":"2025-12-03","ids":{"openalex":"https://openalex.org/W7125906631","doi":"https://doi.org/10.1109/commnet68224.2025.11288824"},"language":null,"primary_location":{"id":"doi:10.1109/commnet68224.2025.11288824","is_oa":false,"landing_page_url":"https://doi.org/10.1109/commnet68224.2025.11288824","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 8th International Conference on Advanced Communication Technologies and Networking (CommNet)","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/A5050379674","display_name":"Widad Belaoura","orcid":"https://orcid.org/0000-0001-9046-4551"},"institutions":[{"id":"https://openalex.org/I3121272148","display_name":"University of Boumerdes","ror":"https://ror.org/02dveg925","country_code":"DZ","type":"education","lineage":["https://openalex.org/I3121272148"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Widad Belaoura","raw_affiliation_strings":["University of M’Hamed Bougara,Electrical Systems Engineering Department,Boumerdes,Algeria"],"affiliations":[{"raw_affiliation_string":"University of M’Hamed Bougara,Electrical Systems Engineering Department,Boumerdes,Algeria","institution_ids":["https://openalex.org/I3121272148"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050356326","display_name":"Saud Althunibat","orcid":"https://orcid.org/0000-0002-5017-5007"},"institutions":[{"id":"https://openalex.org/I158749337","display_name":"Princess Sumaya University for Technology","ror":"https://ror.org/01jy46q10","country_code":"JO","type":"education","lineage":["https://openalex.org/I158749337"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Saud Althunibat","raw_affiliation_strings":["Princess Sumaya University for Technology,Department of Communications Engineering,Amman,Jordan"],"affiliations":[{"raw_affiliation_string":"Princess Sumaya University for Technology,Department of Communications Engineering,Amman,Jordan","institution_ids":["https://openalex.org/I158749337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062167084","display_name":"Mazen O. Hasna","orcid":"https://orcid.org/0000-0002-3088-6899"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Mazen Hasna","raw_affiliation_strings":["Qatar University,Department of Electrical Engineering,Doha,Qatar"],"affiliations":[{"raw_affiliation_string":"Qatar University,Department of Electrical Engineering,Doha,Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009224411","display_name":"Khalid Qaraqe","orcid":"https://orcid.org/0000-0002-0766-9212"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Khalid Qaraqe","raw_affiliation_strings":["Hamad Bin Khalifa University,College of Science and Engineering,Doha,Qatar"],"affiliations":[{"raw_affiliation_string":"Hamad Bin Khalifa University,College of Science and Engineering,Doha,Qatar","institution_ids":["https://openalex.org/I4210144839"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5120207464","display_name":"Rula Ammuri","orcid":null},"institutions":[{"id":"https://openalex.org/I158749337","display_name":"Princess Sumaya University for Technology","ror":"https://ror.org/01jy46q10","country_code":"JO","type":"education","lineage":["https://openalex.org/I158749337"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Rula Ammuri","raw_affiliation_strings":["Professionals for Smart Technology (PST),Amman,Jordan"],"affiliations":[{"raw_affiliation_string":"Professionals for Smart Technology (PST),Amman,Jordan","institution_ids":["https://openalex.org/I158749337"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5050379674"],"corresponding_institution_ids":["https://openalex.org/I3121272148"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.61033363,"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":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12791","display_name":"Full-Duplex Wireless Communications","score":0.38989999890327454,"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/T12791","display_name":"Full-Duplex Wireless Communications","score":0.38989999890327454,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.38359999656677246,"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.07090000063180923,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/relay","display_name":"Relay","score":0.8112999796867371},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5418999791145325},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4846999943256378},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4187000095844269},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4124999940395355},{"id":"https://openalex.org/keywords/channel-state-information","display_name":"Channel state information","score":0.39430001378059387},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.3849000036716461},{"id":"https://openalex.org/keywords/relay-channel","display_name":"Relay channel","score":0.3619999885559082},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.3319000005722046}],"concepts":[{"id":"https://openalex.org/C2778156585","wikidata":"https://www.wikidata.org/wiki/Q174053","display_name":"Relay","level":3,"score":0.8112999796867371},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6538000106811523},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.571399986743927},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5418999791145325},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5221999883651733},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4846999943256378},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4187000095844269},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4124999940395355},{"id":"https://openalex.org/C148063708","wikidata":"https://www.wikidata.org/wiki/Q5072511","display_name":"Channel state information","level":3,"score":0.39430001378059387},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.3849000036716461},{"id":"https://openalex.org/C46257984","wikidata":"https://www.wikidata.org/wiki/Q7310895","display_name":"Relay channel","level":4,"score":0.3619999885559082},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.3319000005722046},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3292999863624573},{"id":"https://openalex.org/C2775973920","wikidata":"https://www.wikidata.org/wiki/Q3252726","display_name":"Selection algorithm","level":3,"score":0.302700012922287},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.299699991941452},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.2985999882221222},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.2962000072002411},{"id":"https://openalex.org/C40969351","wikidata":"https://www.wikidata.org/wiki/Q3516228","display_name":"Word error rate","level":2,"score":0.290800005197525},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.2849999964237213},{"id":"https://openalex.org/C13944312","wikidata":"https://www.wikidata.org/wiki/Q7512748","display_name":"Signal-to-noise ratio (imaging)","level":2,"score":0.2816999852657318},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.2782999873161316},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.275299996137619},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.27000001072883606},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.2551000118255615},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.25270000100135803}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/commnet68224.2025.11288824","is_oa":false,"landing_page_url":"https://doi.org/10.1109/commnet68224.2025.11288824","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 8th International Conference on Advanced Communication Technologies and Networking (CommNet)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320309815","display_name":"Qatar Foundation","ror":"https://ror.org/01cawbq05"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Machine":[0],"learning":[1],"(ML)":[2],"is":[3,32,48,70,104],"an":[4,120],"advanced":[5],"artificial":[6],"intelligence":[7],"technology":[8],"that":[9,76,100,112],"addresses":[10],"the":[11,21,29,55,59,67,73,78,94,113,125],"ever-growing":[12],"complexity":[13],"in":[14,34],"communication":[15],"signal":[16],"processing.":[17,108],"In":[18],"this":[19],"paper,":[20],"concept":[22],"of":[23,58,66,88],"ML-based":[24],"classification":[25],"model":[26],"to":[27,50,71,124],"choose":[28],"best":[30],"relay":[31,46,75,116],"investigate":[33],"a":[35,42,85],"full":[36],"duplex":[37],"(FD)":[38],"cooperative":[39],"system.":[40],"Specifically,":[41],"K-nearest":[43],"neighbors":[44],"(KNN)-based":[45],"selection":[47,117],"applied":[49],"accurately":[51],"predict":[52],"and":[53],"evaluate":[54],"achievable":[56,80,121],"rate":[57,81,122],"optimal":[60,74,126],"FD":[61,115],"relay.":[62],"The":[63,109],"core":[64],"idea":[65],"multi-class":[68],"KNN":[69],"identify":[72],"yields":[77],"highest":[79],"performance":[82],"by":[83],"utilizing":[84],"large":[86],"set":[87],"offline":[89],"training":[90,103],"data":[91],"derived":[92],"from":[93],"channel":[95],"state":[96],"information":[97],"(CSI),":[98],"ensuring":[99],"no":[101],"further":[102],"required":[105],"during":[106],"system":[107],"results":[110],"indicate":[111],"KNN-based":[114],"can":[118],"achieve":[119],"comparable":[123],"exhaustive":[127],"search":[128],"method":[129],"with":[130],"lower":[131],"computation":[132],"complexity.":[133]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2026-01-29T00:00:00"}