{"id":"https://openalex.org/W7156161167","doi":"https://doi.org/10.1109/ojcoms.2026.3687844","title":"DQN-Based Fair Resource Unit Allocation for Multi-AP Coordinated OFDMA Wi-Fi Networks","display_name":"DQN-Based Fair Resource Unit Allocation for Multi-AP Coordinated OFDMA Wi-Fi Networks","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7156161167","doi":"https://doi.org/10.1109/ojcoms.2026.3687844"},"language":"en","primary_location":{"id":"doi:10.1109/ojcoms.2026.3687844","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcoms.2026.3687844","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":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/ojcoms.2026.3687844","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014442587","display_name":"Mahboubeh Irannezhad Parizi","orcid":"https://orcid.org/0000-0001-9026-4875"},"institutions":[{"id":"https://openalex.org/I52099693","display_name":"University of York","ror":"https://ror.org/04m01e293","country_code":"GB","type":"education","lineage":["https://openalex.org/I52099693"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mahboubeh Irannezhad Parizi","raw_affiliation_strings":["School of Physics, Engineering and Technology, University of York, York, U.K"],"raw_orcid":"https://orcid.org/0000-0001-9026-4875","affiliations":[{"raw_affiliation_string":"School of Physics, Engineering and Technology, University of York, York, U.K","institution_ids":["https://openalex.org/I52099693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115842068","display_name":"Mostafa Rahmani Ghourtani","orcid":null},"institutions":[{"id":"https://openalex.org/I52099693","display_name":"University of York","ror":"https://ror.org/04m01e293","country_code":"GB","type":"education","lineage":["https://openalex.org/I52099693"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mostafa Rahmani Ghourtani","raw_affiliation_strings":["School of Physics, Engineering and Technology, University of York, York, U.K"],"raw_orcid":"https://orcid.org/0000-0002-7943-9977","affiliations":[{"raw_affiliation_string":"School of Physics, Engineering and Technology, University of York, York, U.K","institution_ids":["https://openalex.org/I52099693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103206128","display_name":"David N\u00fa\u00f1ez","orcid":"https://orcid.org/0000-0002-4954-5488"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Universitat Pompeu Fabra","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"David Nunez","raw_affiliation_strings":["Department of Engineering, Universitat Pompeu Fabra, Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0002-4954-5488","affiliations":[{"raw_affiliation_string":"Department of Engineering, Universitat Pompeu Fabra, Barcelona, Spain","institution_ids":["https://openalex.org/I170486558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087624896","display_name":"Francesc Wilhelmi","orcid":"https://orcid.org/0000-0003-3936-535X"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Universitat Pompeu Fabra","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francesc Wilhelmi","raw_affiliation_strings":["Department of Engineering, Universitat Pompeu Fabra, Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0003-3936-535X","affiliations":[{"raw_affiliation_string":"Department of Engineering, Universitat Pompeu Fabra, Barcelona, Spain","institution_ids":["https://openalex.org/I170486558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089762387","display_name":"Boris Bellalta","orcid":"https://orcid.org/0000-0002-7826-3703"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Universitat Pompeu Fabra","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Boris Bellalta","raw_affiliation_strings":["Department of Engineering, Universitat Pompeu Fabra, Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0002-7826-3703","affiliations":[{"raw_affiliation_string":"Department of Engineering, Universitat Pompeu Fabra, Barcelona, Spain","institution_ids":["https://openalex.org/I170486558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134689913","display_name":"Frank Scahill","orcid":null},"institutions":[{"id":"https://openalex.org/I1332878012","display_name":"BT Group (United Kingdom)","ror":"https://ror.org/00kv9pj15","country_code":"GB","type":"company","lineage":["https://openalex.org/I1332878012"]},{"id":"https://openalex.org/I14689143","display_name":"BT Research","ror":"https://ror.org/03308db07","country_code":"GB","type":"facility","lineage":["https://openalex.org/I1332878012","https://openalex.org/I14689143"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Frank Scahill","raw_affiliation_strings":["BT Group, Ipswich, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BT Group, Ipswich, U.K","institution_ids":["https://openalex.org/I1332878012","https://openalex.org/I14689143"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067366238","display_name":"Kanapathippillai Cumanan","orcid":"https://orcid.org/0000-0002-9735-7019"},"institutions":[{"id":"https://openalex.org/I52099693","display_name":"University of York","ror":"https://ror.org/04m01e293","country_code":"GB","type":"education","lineage":["https://openalex.org/I52099693"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kanapathippillai Cumanan","raw_affiliation_strings":["School of Physics, Engineering and Technology, University of York, York, U.K"],"raw_orcid":"https://orcid.org/0000-0002-9735-7019","affiliations":[{"raw_affiliation_string":"School of Physics, Engineering and Technology, University of York, York, U.K","institution_ids":["https://openalex.org/I52099693"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"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":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.50666492,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"7","issue":null,"first_page":"6225","last_page":"6239"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11158","display_name":"Wireless Networks and Protocols","score":0.4697999954223633,"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"}},"topics":[{"id":"https://openalex.org/T11158","display_name":"Wireless Networks and Protocols","score":0.4697999954223633,"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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.3046000003814697,"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/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.0494999997317791,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.516700029373169},{"id":"https://openalex.org/keywords/unit","display_name":"Unit (ring theory)","score":0.45969998836517334},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.39559999108314514},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.3310000002384186},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.29089999198913574}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5924999713897705},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.516700029373169},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.49140000343322754},{"id":"https://openalex.org/C122637931","wikidata":"https://www.wikidata.org/wiki/Q118084","display_name":"Unit (ring theory)","level":2,"score":0.45969998836517334},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.39559999108314514},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.3310000002384186},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.29089999198913574},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.2619999945163727},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2587999999523163},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2565999925136566},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.2533000111579895}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ojcoms.2026.3687844","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcoms.2026.3687844","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:acf75da13431445e9835f8459bc71139","is_oa":true,"landing_page_url":"https://doaj.org/article/acf75da13431445e9835f8459bc71139","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 7, Pp 6225-6239 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/ojcoms.2026.3687844","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcoms.2026.3687844","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Orthogonal":[0],"Frequency-Division":[1],"Multiple":[2],"Access":[3],"(OFDMA)":[4],"was":[5],"introduced":[6],"in":[7,77,136,159,264],"IEEE":[8],"802.11ax":[9],"(Wi-Fi":[10],"6)":[11],"with":[12,24,80,90,166],"the":[13,26,41,44,63,70,116,123,130,164,173,180,187,194,198,226,231,237,249,253],"key":[14],"goal":[15],"of":[16,20,43,119,132,182,190,197,230,266],"facilitating":[17],"concurrent":[18],"transmissions":[19],"multiple":[21],"stations":[22],"(STAs)":[23],"partitioning":[25],"available":[27],"bandwidth":[28],"into":[29,171],"resource":[30,107],"units":[31],"(RUs).":[32],"However,":[33,83],"allocating":[34],"RUs":[35,158],"efficiently":[36],"is":[37,50,153,208],"pivotal":[38],"to":[39,68,115,138,156,210,216],"maximizing":[40],"performance":[42],"Wi-Fi":[45,59,66],"networks.":[46],"Coordinated":[47],"OFDMA":[48],"(C-OFDMA)":[49],"now":[51],"being":[52],"proposed":[53,238,254],"as":[54,88],"an":[55,201],"option":[56],"for":[57],"future":[58],"networks":[60],"(initially":[61],"targeting":[62],"802.11bn,":[64],"i.e.,":[65],"8)":[67],"enhance":[69],"network\u2019s":[71],"latency":[72],"and":[73,105,122,193,233,243,259,269],"improve":[74],"reliability,":[75],"especially":[76],"dense":[78],"areas":[79],"multi-RU":[81,91],"allocation.":[82],"incorporating":[84],"advanced":[85],"techniques":[86],"such":[87],"C-OFDMA":[89],"allocation,":[92],"while":[93],"beneficial,":[94],"significantly":[95],"increases":[96],"system":[97],"complexity.":[98],"To":[99],"ensure":[100],"both":[101],"improved":[102],"network":[103],"throughput":[104,148,168],"equitable":[106],"distribution,":[108],"RU":[109,134,150,191,261],"allocation":[110,135,151,192,214,262],"must":[111],"be":[112],"dynamically":[113],"adapted":[114],"specific":[117],"requirements":[118],"each":[120],"STA":[121],"overall":[124],"network.":[125],"This":[126],"work":[127],"first":[128,224],"underscores":[129],"significance":[131],"variable":[133,212],"relation":[137],"heterogeneous":[139,175,218],"long-term":[140,176,219],"channel":[141,177,220],"conditions":[142,178],"among":[143],"STAs.":[144],"Subsequently,":[145],"a":[146,160],"max-min":[147,267],"fairness-based":[149],"scheme":[152],"proposed,":[154],"aiming":[155],"allocate":[157],"way":[161],"that":[162,236,252],"maximize":[163],"STAs":[165],"minimum":[167],"by":[169],"taking":[170],"account":[172],"STAs\u2019":[174,217],"under":[179],"assumption":[181],"fully":[183],"buffered":[184],"traffic.":[185],"Given":[186],"inherent":[188],"complexity":[189,229],"NP-hard":[195],"nature":[196],"considered":[199,209],"problem,":[200,232],"offline":[202],"deep":[203],"reinforcement":[204],"learning":[205],"(DRL)-based":[206],"approach":[207],"facilitate":[211],"RU-sized":[213],"according":[215],"conditions.":[221],"Simulation":[222],"results":[223,250],"confirm":[225],"high":[227],"computational":[228],"then":[234],"demonstrate":[235,251],"DRL-based":[239],"algorithm":[240,255],"effectively":[241],"simplifies":[242],"enables":[244],"its":[245],"practical":[246],"deployment.":[247],"Furthermore,":[248],"outperforms":[256],"conventional":[257],"equal-sized":[258],"random":[260],"methods":[263],"terms":[265],"fairness":[268,271],"Jain\u2019s":[270],"index.":[272]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2026-04-28T00:00:00"}
