{"id":"https://openalex.org/W4411949896","doi":"https://doi.org/10.1109/jsac.2025.3584555","title":"Coordinated Spatial Reuse Scheduling With Machine Learning in IEEE 802.11 MAPC Networks","display_name":"Coordinated Spatial Reuse Scheduling With Machine Learning in IEEE 802.11 MAPC Networks","publication_year":2025,"publication_date":"2025-07-02","ids":{"openalex":"https://openalex.org/W4411949896","doi":"https://doi.org/10.1109/jsac.2025.3584555"},"language":"en","primary_location":{"id":"doi:10.1109/jsac.2025.3584555","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2025.3584555","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"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 Journal on Selected Areas in Communications","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2505.07278","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091517300","display_name":"Maksymilian Wojnar","orcid":"https://orcid.org/0000-0003-4510-5976"},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Maksymilian Wojnar","raw_affiliation_strings":["Institute of Telecommunications, AGH University of Krakow, Krakow, Poland"],"raw_orcid":"https://orcid.org/0000-0003-4510-5976","affiliations":[{"raw_affiliation_string":"Institute of Telecommunications, AGH University of Krakow, Krakow, Poland","institution_ids":["https://openalex.org/I126596746","https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076278742","display_name":"Wojciech Ci\u0119\u017cobka","orcid":"https://orcid.org/0000-0003-2972-710X"},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Wojciech Ci\u0229\u017cobka","raw_affiliation_strings":["Institute of Telecommunications, AGH University of Krakow, Krakow, Poland"],"raw_orcid":"https://orcid.org/0000-0003-2972-710X","affiliations":[{"raw_affiliation_string":"Institute of Telecommunications, AGH University of Krakow, Krakow, Poland","institution_ids":["https://openalex.org/I126596746","https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017834750","display_name":"Artur Tomaszewski","orcid":"https://orcid.org/0000-0003-2210-4225"},"institutions":[{"id":"https://openalex.org/I169333911","display_name":"Gda\u0144sk University of Technology","ror":"https://ror.org/006x4sc24","country_code":"PL","type":"education","lineage":["https://openalex.org/I169333911"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Artur Tomaszewski","raw_affiliation_strings":["Faculty of Electronics, Telecommunications and Informatics, Gdańsk University of Technology, Gdańsk, Poland","Faculty of Electronics, Telecommunications and Informatics, Gdańsk University of Technology, Poland"],"raw_orcid":"https://orcid.org/0000-0003-2210-4225","affiliations":[{"raw_affiliation_string":"Faculty of Electronics, Telecommunications and Informatics, Gdańsk University of Technology, Gdańsk, Poland","institution_ids":["https://openalex.org/I169333911"]},{"raw_affiliation_string":"Faculty of Electronics, Telecommunications and Informatics, Gdańsk University of Technology, Poland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026890738","display_name":"Piotr Cho\u0142da","orcid":"https://orcid.org/0000-0003-2018-4057"},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Piotr Cho\u0142da","raw_affiliation_strings":["Institute of Telecommunications, AGH University of Krakow, Krakow, Poland"],"raw_orcid":"https://orcid.org/0000-0003-2018-4057","affiliations":[{"raw_affiliation_string":"Institute of Telecommunications, AGH University of Krakow, Krakow, Poland","institution_ids":["https://openalex.org/I126596746","https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047003405","display_name":"Krzysztof Rusek","orcid":"https://orcid.org/0000-0003-4336-7841"},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Krzysztof Rusek","raw_affiliation_strings":["Institute of Telecommunications, AGH University of Krakow, Krakow, Poland"],"raw_orcid":"https://orcid.org/0000-0003-4336-7841","affiliations":[{"raw_affiliation_string":"Institute of Telecommunications, AGH University of Krakow, Krakow, Poland","institution_ids":["https://openalex.org/I126596746","https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052622723","display_name":"Katarzyna Kosek\u2010Szott","orcid":"https://orcid.org/0000-0001-7609-9420"},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Katarzyna Kosek-Szott","raw_affiliation_strings":["Institute of Telecommunications, AGH University of Krakow, Krakow, Poland"],"raw_orcid":"https://orcid.org/0000-0001-7609-9420","affiliations":[{"raw_affiliation_string":"Institute of Telecommunications, AGH University of Krakow, Krakow, Poland","institution_ids":["https://openalex.org/I126596746","https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038339626","display_name":"Jetmir Haxhibeqiri","orcid":"https://orcid.org/0000-0003-3135-1260"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jetmir Haxhibeqiri","raw_affiliation_strings":["Department of Information Technology, University of Ghent, Ghent, Belgium","University of Ghent, Belgium"],"raw_orcid":"https://orcid.org/0000-0003-3135-1260","affiliations":[{"raw_affiliation_string":"Department of Information Technology, University of Ghent, Ghent, Belgium","institution_ids":[]},{"raw_affiliation_string":"University of Ghent, Belgium","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022588449","display_name":"Jeroen Hoebeke","orcid":"https://orcid.org/0000-0003-2039-007X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jeroen Hoebeke","raw_affiliation_strings":["Department of Information Technology, University of Ghent, Ghent, Belgium","University of Ghent, Belgium"],"raw_orcid":"https://orcid.org/0000-0003-2039-007X","affiliations":[{"raw_affiliation_string":"Department of Information Technology, University of Ghent, Ghent, Belgium","institution_ids":[]},{"raw_affiliation_string":"University of Ghent, Belgium","institution_ids":[]}]},{"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/I4210091183","display_name":"Barcelona Graduate School of Mathematics","ror":"https://ror.org/00d5dd272","country_code":"ES","type":"education","lineage":["https://openalex.org/I4210091183"]},{"id":"https://openalex.org/I4210136471","display_name":"FC Barcelona","ror":"https://ror.org/04bpz1v84","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210136471"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Boris Bellalta","raw_affiliation_strings":["Department of Engineering, UPF Barcelona, Barcelona, Spain","Department of Engineering, UPF Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0002-7826-3703","affiliations":[{"raw_affiliation_string":"Department of Engineering, UPF Barcelona, Barcelona, Spain","institution_ids":["https://openalex.org/I4210091183","https://openalex.org/I4210136471"]},{"raw_affiliation_string":"Department of Engineering, UPF Barcelona, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090173388","display_name":"Anatolij Zubow","orcid":"https://orcid.org/0000-0002-4117-6729"},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Anatolij Zubow","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, TU Berlin, Berlin, Germany"],"raw_orcid":"https://orcid.org/0000-0002-4117-6729","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, TU Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042212040","display_name":"Falko Dressler","orcid":"https://orcid.org/0000-0002-1989-1750"},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Falko Dressler","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, TU Berlin, Berlin, Germany"],"raw_orcid":"https://orcid.org/0000-0002-1989-1750","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, TU Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023053545","display_name":"Szymon Szott","orcid":"https://orcid.org/0000-0001-5884-5581"},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Szymon Szott","raw_affiliation_strings":["Institute of Telecommunications, AGH University of Krakow, Krakow, Poland"],"raw_orcid":"https://orcid.org/0000-0001-5884-5581","affiliations":[{"raw_affiliation_string":"Institute of Telecommunications, AGH University of Krakow, Krakow, Poland","institution_ids":["https://openalex.org/I126596746","https://openalex.org/I686019"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9303,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.7287829,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"43","issue":"11","first_page":"3666","last_page":"3682"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9617999792098999,"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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9617999792098999,"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/T12042","display_name":"Satellite Communication Systems","score":0.9531999826431274,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.920799970626831,"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/computer-science","display_name":"Computer science","score":0.8947185277938843},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.7209121584892273},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6253105401992798},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.518703281879425},{"id":"https://openalex.org/keywords/ieee-802","display_name":"IEEE 802","score":0.4553346037864685},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3249623775482178},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.14694622159004211}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8947185277938843},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.7209121584892273},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6253105401992798},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.518703281879425},{"id":"https://openalex.org/C522090004","wikidata":"https://www.wikidata.org/wiki/Q616245","display_name":"IEEE 802","level":3,"score":0.4553346037864685},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3249623775482178},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.14694622159004211},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/jsac.2025.3584555","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2025.3584555","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"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 Journal on Selected Areas in Communications","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2505.07278","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2505.07278","pdf_url":"https://arxiv.org/pdf/2505.07278","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:archive.ugent.be:01KC8WK3QAVESSYV9VV4TM0BEK","is_oa":true,"landing_page_url":"http://hdl.handle.net/1854/LU-01KC8WK3QAVESSYV9VV4TM0BEK","pdf_url":"https://biblio.ugent.be/publication/01KC8WK3QAVESSYV9VV4TM0BEK/file/01KC8WMY38APBJY10E1PNTVPQP.pdf","source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 1558-0008","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2505.07278","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2505.07278","pdf_url":"https://arxiv.org/pdf/2505.07278","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5532356004","display_name":null,"funder_award_id":"2020/39/I/ST7/01457","funder_id":"https://openalex.org/F4320322511","funder_display_name":"Narodowe Centrum Nauki"},{"id":"https://openalex.org/G991012338","display_name":null,"funder_award_id":"DFG DR 639/28-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320322511","display_name":"Narodowe Centrum Nauki","ror":"https://ror.org/03ha2q922"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2384475851","https://openalex.org/W2000444236","https://openalex.org/W2353602216","https://openalex.org/W2367078749","https://openalex.org/W2381798600","https://openalex.org/W1910583078","https://openalex.org/W2351618306","https://openalex.org/W2999162218","https://openalex.org/W1537443268","https://openalex.org/W2390634956"],"abstract_inverted_index":{"The":[0,60],"densification":[1],"of":[2,38,112,160],"Wi-Fi":[3,175],"deployments":[4],"means":[5],"that":[6],"fully":[7],"distributed":[8],"random":[9,154],"channel":[10],"access":[11],"is":[12,64,103,168],"no":[13],"longer":[14],"sufficient":[15],"for":[16,82,140,172],"high":[17],"and":[18,70,127,134,170],"predictable":[19],"performance.":[20],"Therefore,":[21],"the":[22,50,54,89,117,158],"upcoming":[23],"IEEE":[24,147],"802.11bn":[25],"amendment":[26],"introduces":[27],"multi-access":[28],"point":[29],"coordination":[30],"(MAPC)":[31],"methods.":[32],"This":[33],"paper":[34],"addresses":[35],"a":[36,76,99,110,136],"variant":[37],"MAPC":[39],"called":[40],"coordinated":[41],"spatial":[42],"reuse":[43],"(C-SR),":[44],"where":[45],"devices":[46,67],"transmit":[47,68],"simultaneously":[48],"on":[49],"same":[51],"channel,":[52],"with":[53,71,132],"power":[55],"adjusted":[56],"to":[57,115],"minimize":[58],"interference.":[59],"C-SR":[61,118,141],"scheduling":[62,119],"problem":[63],"selecting":[65],"which":[66,87,105],"concurrently":[69],"what":[72],"settings.":[73],"We":[74,121],"provide":[75],"theoretical":[77],"upper":[78],"bound":[79],"model,":[80],"optimized":[81],"either":[83],"throughput":[84,144],"or":[85],"fairness,":[86],"finds":[88],"best":[90],"possible":[91],"transmission":[92,161],"schedule":[93],"using":[94],"mixed-integer":[95],"linear":[96],"programming.":[97],"Then,":[98],"practical,":[100],"probing-based":[101],"approach":[102],"proposed":[104],"uses":[106],"multi-armed":[107],"bandits":[108],"(MABs),":[109],"type":[111],"reinforcement":[113],"learning,":[114],"solve":[116],"problem.":[120],"validate":[122],"both":[123],"classical":[124],"(flat)":[125],"MAB":[126,129],"hierarchical":[128],"(H-MAB)":[130],"schemes":[131],"simulations":[133],"in":[135,153,174],"testbed.":[137],"Using":[138],"H-MABs":[139],"improves":[142],"aggregate":[143],"over":[145],"legacy":[146],"802.11":[148],"(on":[149],"average":[150],"by":[151],"80%":[152],"scenarios),":[155],"without":[156],"reducing":[157],"number":[159],"opportunities":[162],"per":[163],"station.":[164],"Finally,":[165],"our":[166],"framework":[167],"lightweight":[169],"ready":[171],"implementation":[173],"devices.":[176]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}