{"id":"https://openalex.org/W4206933016","doi":"https://doi.org/10.1109/gcwkshps52748.2021.9681963","title":"A Multi-Armed Bandit Model for Non-Stationary Wireless Network Selection","display_name":"A Multi-Armed Bandit Model for Non-Stationary Wireless Network Selection","publication_year":2021,"publication_date":"2021-12-01","ids":{"openalex":"https://openalex.org/W4206933016","doi":"https://doi.org/10.1109/gcwkshps52748.2021.9681963"},"language":"en","primary_location":{"id":"doi:10.1109/gcwkshps52748.2021.9681963","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcwkshps52748.2021.9681963","pdf_url":null,"source":{"id":"https://openalex.org/S4363605397","display_name":"2021 IEEE Globecom Workshops (GC Wkshps)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Globecom Workshops (GC Wkshps)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2117/362278","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032430754","display_name":"Lluis Martinez","orcid":null},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Lluis Martinez","raw_affiliation_strings":["Universitat Polit\u00e8cnica de Catalunya, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Universitat Polit\u00e8cnica de Catalunya, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089342464","display_name":"Margarita Cabrera\u2010Bean","orcid":"https://orcid.org/0000-0001-9058-3825"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Margarita Cabrera-Bean","raw_affiliation_strings":["Universitat Polit\u00e8cnica de Catalunya, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Universitat Polit\u00e8cnica de Catalunya, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101586254","display_name":"Josep Vidal","orcid":"https://orcid.org/0000-0002-1985-2065"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Josep Vidal","raw_affiliation_strings":["Universitat Polit\u00e8cnica de Catalunya, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Universitat Polit\u00e8cnica de Catalunya, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5032430754"],"corresponding_institution_ids":["https://openalex.org/I9617848"],"apc_list":null,"apc_paid":null,"fwci":0.3071,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.52631579,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9998999834060669,"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":0.9998999834060669,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9983000159263611,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9975000023841858,"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":0.7651280164718628},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.635497510433197},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6290727853775024},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.6052789688110352},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6028271913528442},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.5271921753883362},{"id":"https://openalex.org/keywords/radio-networks","display_name":"Radio networks","score":0.5170729756355286},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.4722636938095093},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.44975513219833374},{"id":"https://openalex.org/keywords/multi-armed-bandit","display_name":"Multi-armed bandit","score":0.4342682361602783},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.335132360458374},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.328866571187973},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22693952918052673},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.22653239965438843},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2212190330028534},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.19071239233016968},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10275915265083313}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7651280164718628},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.635497510433197},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6290727853775024},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.6052789688110352},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6028271913528442},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5271921753883362},{"id":"https://openalex.org/C2989466925","wikidata":"https://www.wikidata.org/wiki/Q1061197","display_name":"Radio networks","level":4,"score":0.5170729756355286},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.4722636938095093},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.44975513219833374},{"id":"https://openalex.org/C123197309","wikidata":"https://www.wikidata.org/wiki/Q2882343","display_name":"Multi-armed bandit","level":3,"score":0.4342682361602783},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.335132360458374},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.328866571187973},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22693952918052673},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22653239965438843},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2212190330028534},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.19071239233016968},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10275915265083313},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C50817715","wikidata":"https://www.wikidata.org/wiki/Q79895177","display_name":"Regret","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/gcwkshps52748.2021.9681963","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcwkshps52748.2021.9681963","pdf_url":null,"source":{"id":"https://openalex.org/S4363605397","display_name":"2021 IEEE Globecom Workshops (GC Wkshps)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Globecom Workshops (GC Wkshps)","raw_type":"proceedings-article"},{"id":"pmh:oai:upcommons.upc.edu:2117/362278","is_oa":true,"landing_page_url":"http://hdl.handle.net/2117/362278","pdf_url":null,"source":{"id":"https://openalex.org/S4210207057","display_name":"QRU Quaderns de Recerca en Urbanisme","issn_l":"2014-9689","issn":["2014-9689","2385-6777"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310322448","host_organization_name":"Q71272178","host_organization_lineage":["https://openalex.org/P4310322448"],"host_organization_lineage_names":["Q71272178"],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference report"}],"best_oa_location":{"id":"pmh:oai:upcommons.upc.edu:2117/362278","is_oa":true,"landing_page_url":"http://hdl.handle.net/2117/362278","pdf_url":null,"source":{"id":"https://openalex.org/S4210207057","display_name":"QRU Quaderns de Recerca en Urbanisme","issn_l":"2014-9689","issn":["2014-9689","2385-6777"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310322448","host_organization_name":"Q71272178","host_organization_lineage":["https://openalex.org/P4310322448"],"host_organization_lineage_names":["Q71272178"],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference report"},"sustainable_development_goals":[{"score":0.5199999809265137,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321505","display_name":"Generalitat de Catalunya","ror":"https://ror.org/01bg62x04"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W41554520","https://openalex.org/W1944301273","https://openalex.org/W1998027131","https://openalex.org/W2119050990","https://openalex.org/W2168405694","https://openalex.org/W2421262052","https://openalex.org/W2790985052","https://openalex.org/W2977526964","https://openalex.org/W6640648879"],"related_works":["https://openalex.org/W4255837520","https://openalex.org/W2387011115","https://openalex.org/W2398102130","https://openalex.org/W4234808182","https://openalex.org/W2382043075","https://openalex.org/W2809151339","https://openalex.org/W2360673138","https://openalex.org/W2014706618","https://openalex.org/W2035365105","https://openalex.org/W4285717150"],"abstract_inverted_index":{"The":[0,47],"amount":[1],"of":[2,39,60,112,132],"wireless":[3,63],"networks":[4],"and":[5,119,135],"technologies":[6],"such":[7,152],"as":[8,153],"5G":[9],"have":[10],"been":[11],"rapidly":[12],"increasing":[13],"in":[14,21,103,117],"the":[15,33,37,41,45,58,61,130,133,143],"last":[16],"years.":[17],"With":[18],"this":[19,106],"growth":[20],"number":[22],"it":[23],"has":[24],"become":[25],"more":[26,120],"relevant":[27,141],"to":[28,31,56,101,115,128,146],"be":[29],"able":[30,127],"select":[32,147],"best":[34,62],"network":[35,64,82,150],"with":[36],"goal":[38,144],"maximizing":[40],"quality":[42],"perceived":[43],"by":[44,66],"user.":[46],"Multi-Armed":[48],"Bandit":[49],"(MAB)":[50],"model":[51,78],"is":[52,139,145],"a":[53,67,76,91,109],"viable":[54],"approach":[55],"describe":[57],"problem":[59],"selection":[65],"multi-Radio":[68],"Access":[69],"Technology":[70],"(multi-RAT)":[71],"device.":[72],"This":[73,138],"work":[74,102,107,116],"proposes":[75,108],"new":[77,110,124],"that":[79,85,89],"uses":[80],"real":[81],"parameter":[83],"values":[84],"change":[86],"over":[87],"time,":[88],"is,":[90],"non-stationary":[92,118],"scenario.":[93],"While":[94],"there":[95],"exist":[96],"multiple":[97],"MAB":[98],"algorithms":[99,113,125],"intended":[100,114],"stationary":[104],"scenarios,":[105],"set":[111],"realistic":[121],"environments.":[122],"These":[123],"are":[126],"measure":[129],"non-stationarity":[131],"environment":[134],"adapt":[136],"accordingly.":[137],"especially":[140],"when":[142],"among":[148],"different":[149],"technologies,":[151],"5G,":[154],"LTE":[155],"or":[156],"WiFi.":[157]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}