{"id":"https://openalex.org/W4405718029","doi":"https://doi.org/10.1109/lcomm.2024.3521079","title":"IEEE 802.11bn Multi-AP Coordinated Spatial Reuse With Hierarchical Multi-Armed Bandits","display_name":"IEEE 802.11bn Multi-AP Coordinated Spatial Reuse With Hierarchical Multi-Armed Bandits","publication_year":2024,"publication_date":"2024-12-23","ids":{"openalex":"https://openalex.org/W4405718029","doi":"https://doi.org/10.1109/lcomm.2024.3521079"},"language":"en","primary_location":{"id":"doi:10.1109/lcomm.2024.3521079","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcomm.2024.3521079","pdf_url":null,"source":{"id":"https://openalex.org/S147316732","display_name":"IEEE Communications Letters","issn_l":"1089-7798","issn":["1089-7798","1558-2558","2373-7891"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Communications Letters","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2501.03680","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":true,"raw_author_name":"Maksymilian Wojnar","raw_affiliation_strings":["Faculty of Computer Science, Electronics and Telecommunications (AGH), AGH University of Krakow, Kraków, Poland","AGH University of Krakow, Poland"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Electronics and Telecommunications (AGH), AGH University of Krakow, Kraków, Poland","institution_ids":["https://openalex.org/I686019"]},{"raw_affiliation_string":"AGH University of Krakow, Poland","institution_ids":["https://openalex.org/I686019","https://openalex.org/I126596746"]}]},{"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 Ciezobka","raw_affiliation_strings":["Faculty of Computer Science, Electronics and Telecommunications (AGH), AGH University of Krakow, Kraków, Poland","AGH University of Krakow, Poland"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Electronics and Telecommunications (AGH), AGH University of Krakow, Kraków, Poland","institution_ids":["https://openalex.org/I686019"]},{"raw_affiliation_string":"AGH University of Krakow, Poland","institution_ids":["https://openalex.org/I686019","https://openalex.org/I126596746"]}]},{"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":["Faculty of Computer Science, Electronics and Telecommunications (AGH), AGH University of Krakow, Kraków, Poland","AGH University of Krakow, Poland"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Electronics and Telecommunications (AGH), AGH University of Krakow, Kraków, Poland","institution_ids":["https://openalex.org/I686019"]},{"raw_affiliation_string":"AGH University of Krakow, Poland","institution_ids":["https://openalex.org/I686019","https://openalex.org/I126596746"]}]},{"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":["Faculty of Computer Science, Electronics and Telecommunications (AGH), AGH University of Krakow, Kraków, Poland","AGH University of Krakow, Poland"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Electronics and Telecommunications (AGH), AGH University of Krakow, Kraków, Poland","institution_ids":["https://openalex.org/I686019"]},{"raw_affiliation_string":"AGH University of Krakow, Poland","institution_ids":["https://openalex.org/I686019","https://openalex.org/I126596746"]}]},{"author_position":"middle","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":["Faculty of Computer Science, Electronics and Telecommunications (AGH), AGH University of Krakow, Kraków, Poland","AGH University of Krakow, Poland"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Electronics and Telecommunications (AGH), AGH University of Krakow, Kraków, Poland","institution_ids":["https://openalex.org/I686019"]},{"raw_affiliation_string":"AGH University of Krakow, Poland","institution_ids":["https://openalex.org/I686019","https://openalex.org/I126596746"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102242790","display_name":"David Nunez","orcid":null},"institutions":[{"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":"David Nunez","raw_affiliation_strings":["Department of Engineering (UPF), UPF Barcelona, Barcelona, Spain","UPF Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Engineering (UPF), UPF Barcelona, Barcelona, Spain","institution_ids":["https://openalex.org/I4210136471"]},{"raw_affiliation_string":"UPF Barcelona, Spain","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089762387","display_name":"Boris Bellalta","orcid":"https://orcid.org/0000-0002-7826-3703"},"institutions":[{"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), UPF Barcelona, Barcelona, Spain","UPF Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Engineering (UPF), UPF Barcelona, Barcelona, Spain","institution_ids":["https://openalex.org/I4210136471"]},{"raw_affiliation_string":"UPF Barcelona, Spain","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5091517300"],"corresponding_institution_ids":["https://openalex.org/I126596746","https://openalex.org/I686019"],"apc_list":null,"apc_paid":null,"fwci":2.8804,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.91574549,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"29","issue":"3","first_page":"428","last_page":"432"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9653000235557556,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9653000235557556,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9635000228881836,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9101999998092651,"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":0.7686187028884888},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.6283321380615234},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.514039158821106}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7686187028884888},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.6283321380615234},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.514039158821106},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/lcomm.2024.3521079","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcomm.2024.3521079","pdf_url":null,"source":{"id":"https://openalex.org/S147316732","display_name":"IEEE Communications Letters","issn_l":"1089-7798","issn":["1089-7798","1558-2558","2373-7891"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Communications Letters","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2501.03680","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2501.03680","pdf_url":"https://arxiv.org/pdf/2501.03680","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2501.03680","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2501.03680","pdf_url":"https://arxiv.org/pdf/2501.03680","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2051495171","display_name":null,"funder_award_id":"PID2021-123995NB-I00","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3383841587","display_name":null,"funder_award_id":"PID2021-123995NB-I00","funder_id":"https://openalex.org/F4320315062","funder_display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades"},{"id":"https://openalex.org/G3429648993","display_name":null,"funder_award_id":"PID202","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G4816244515","display_name":null,"funder_award_id":"FEDER","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G6063137639","display_name":null,"funder_award_id":"FEDER","funder_id":"https://openalex.org/F4320315062","funder_display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades"},{"id":"https://openalex.org/G7375281184","display_name":null,"funder_award_id":"DEC-2020/39/I/ST7/01457","funder_id":"https://openalex.org/F4320322511","funder_display_name":"Narodowe Centrum Nauki"}],"funders":[{"id":"https://openalex.org/F4320315062","display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades","ror":null},{"id":"https://openalex.org/F4320322511","display_name":"Narodowe Centrum Nauki","ror":"https://ror.org/03ha2q922"},{"id":"https://openalex.org/F4320322650","display_name":"Narodowym Centrum Nauki","ror":"https://ror.org/03ha2q922"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4405718029.pdf"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W2041439030","https://openalex.org/W2804613408","https://openalex.org/W2963507827","https://openalex.org/W2996113558","https://openalex.org/W3216159376","https://openalex.org/W3216398511","https://openalex.org/W4206275166","https://openalex.org/W4214717370","https://openalex.org/W4385489049","https://openalex.org/W4385815512","https://openalex.org/W4388430621","https://openalex.org/W4389960977","https://openalex.org/W4392309737","https://openalex.org/W4394589571","https://openalex.org/W4401507902"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2384475851","https://openalex.org/W2000444236","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109"],"abstract_inverted_index":{"Coordination":[0],"among":[1],"multiple":[2],"access":[3],"points":[4],"(APs)":[5],"is":[6],"integral":[7],"to":[8,36,86],"IEEE":[9],"802.11bn":[10],"(Wi-Fi":[11],"8)":[12],"for":[13,53],"managing":[14],"contention":[15],"in":[16,64],"dense":[17],"networks.":[18],"This":[19],"letter":[20],"explores":[21],"the":[22,31,74],"benefits":[23],"of":[24,33],"Coordinated":[25],"Spatial":[26],"Reuse":[27],"(C-SR)":[28],"and":[29,88],"proposes":[30],"use":[32],"reinforcement":[34,61],"learning":[35],"optimize":[37],"C-SR":[38],"group":[39],"selection.":[40],"We":[41],"develop":[42],"a":[43],"hierarchical":[44],"multi-armed":[45],"bandit":[46],"(MAB)":[47],"framework":[48],"that":[49],"efficiently":[50],"selects":[51],"APs":[52],"simultaneous":[54],"transmissions":[55],"across":[56],"various":[57],"network":[58],"topologies,":[59],"demonstrating":[60],"learning\u2019s":[62],"promise":[63],"Wi-Fi":[65],"settings.":[66],"Among":[67],"several":[68],"MAB":[69],"algorithms":[70],"studied,":[71],"we":[72],"identify":[73],"upper":[75],"confidence":[76],"bound":[77],"(UCB)":[78],"as":[79],"particularly":[80],"effective,":[81],"offering":[82],"rapid":[83],"convergence,":[84],"adaptability":[85],"changes,":[87],"sustained":[89],"performance.":[90]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}