{"id":"https://openalex.org/W1977643464","doi":"https://doi.org/10.1109/iswcs.2012.6328535","title":"Slow fading channel selection: A restless multi-armed bandit formulation","display_name":"Slow fading channel selection: A restless multi-armed bandit formulation","publication_year":2012,"publication_date":"2012-08-01","ids":{"openalex":"https://openalex.org/W1977643464","doi":"https://doi.org/10.1109/iswcs.2012.6328535","mag":"1977643464"},"language":"en","primary_location":{"id":"doi:10.1109/iswcs.2012.6328535","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iswcs.2012.6328535","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 International Symposium on Wireless Communication Systems (ISWCS)","raw_type":"proceedings-article"},"type":"preprint","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/A5053557735","display_name":"Konstantin Avrachenkov","orcid":"https://orcid.org/0000-0002-8124-8272"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Konstantin Avrachenkov","raw_affiliation_strings":["Maestro Team, INRIA, Sophia-Antipolis, France","INRIA, Maestro Team, BP95, 06902 Sophia Antipolis, France"],"affiliations":[{"raw_affiliation_string":"Maestro Team, INRIA, Sophia-Antipolis, France","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"INRIA, Maestro Team, BP95, 06902 Sophia Antipolis, France","institution_ids":["https://openalex.org/I1326498283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064586027","display_name":"Laura Cottatellucci","orcid":"https://orcid.org/0000-0002-6641-8579"},"institutions":[{"id":"https://openalex.org/I1902872","display_name":"EURECOM","ror":"https://ror.org/00sse7z02","country_code":"FR","type":"education","lineage":["https://openalex.org/I1902872","https://openalex.org/I205703379"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Laura Cottatellucci","raw_affiliation_strings":["Mobile Communications Department, Eurecom Institute, Sophia-Antipolis, France","EURECOM Mobile Communications Department, BP193, F-06560 Sophia Antipolis, France"],"affiliations":[{"raw_affiliation_string":"Mobile Communications Department, Eurecom Institute, Sophia-Antipolis, France","institution_ids":["https://openalex.org/I1902872"]},{"raw_affiliation_string":"EURECOM Mobile Communications Department, BP193, F-06560 Sophia Antipolis, France","institution_ids":["https://openalex.org/I1902872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101915605","display_name":"Lorenzo Maggi","orcid":"https://orcid.org/0000-0003-3643-8349"},"institutions":[{"id":"https://openalex.org/I1902872","display_name":"EURECOM","ror":"https://ror.org/00sse7z02","country_code":"FR","type":"education","lineage":["https://openalex.org/I1902872","https://openalex.org/I205703379"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Lorenzo Maggi","raw_affiliation_strings":["Mobile Communications Department, Eurecom Institute, Sophia-Antipolis, France","EURECOM Mobile Communications Department, BP193, F-06560 Sophia Antipolis, France"],"affiliations":[{"raw_affiliation_string":"Mobile Communications Department, Eurecom Institute, Sophia-Antipolis, France","institution_ids":["https://openalex.org/I1902872"]},{"raw_affiliation_string":"EURECOM Mobile Communications Department, BP193, F-06560 Sophia Antipolis, France","institution_ids":["https://openalex.org/I1902872"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5053557735"],"corresponding_institution_ids":["https://openalex.org/I1326498283"],"apc_list":null,"apc_paid":null,"fwci":0.414,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.66423479,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"25","issue":null,"first_page":"1083","last_page":"1087"},"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/T11409","display_name":"Advanced Wireless Network Optimization","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/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9976000189781189,"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/fading","display_name":"Fading","score":0.8499796986579895},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7427835464477539},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6404538154602051},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.617142915725708},{"id":"https://openalex.org/keywords/uncountable-set","display_name":"Uncountable set","score":0.5736254453659058},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5226949453353882},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5170679688453674},{"id":"https://openalex.org/keywords/channel-state-information","display_name":"Channel state information","score":0.5053659081459045},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.5008795261383057},{"id":"https://openalex.org/keywords/time-division-multiple-access","display_name":"Time division multiple access","score":0.4228525757789612},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4031764566898346},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.27752557396888733},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1554950475692749},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15110251307487488},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10032990574836731}],"concepts":[{"id":"https://openalex.org/C81978471","wikidata":"https://www.wikidata.org/wiki/Q1196572","display_name":"Fading","level":3,"score":0.8499796986579895},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7427835464477539},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6404538154602051},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.617142915725708},{"id":"https://openalex.org/C142399903","wikidata":"https://www.wikidata.org/wiki/Q1128796","display_name":"Uncountable set","level":3,"score":0.5736254453659058},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5226949453353882},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5170679688453674},{"id":"https://openalex.org/C148063708","wikidata":"https://www.wikidata.org/wiki/Q5072511","display_name":"Channel state information","level":3,"score":0.5053659081459045},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.5008795261383057},{"id":"https://openalex.org/C117313154","wikidata":"https://www.wikidata.org/wiki/Q878344","display_name":"Time division multiple access","level":2,"score":0.4228525757789612},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4031764566898346},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.27752557396888733},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1554950475692749},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15110251307487488},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10032990574836731},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C110729354","wikidata":"https://www.wikidata.org/wiki/Q185478","display_name":"Countable set","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/iswcs.2012.6328535","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iswcs.2012.6328535","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 International Symposium on Wireless Communication Systems (ISWCS)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-00764057v1","is_oa":false,"landing_page_url":"https://inria.hal.science/hal-00764057","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISWCS'12: The 9th International Symposium on Wireless Communication Systems, Aug 2012, Paris, France. pp.1083 - 1087, &#x27E8;10.1109/ISWCS.2012.6328535&#x27E9;","raw_type":"Conference papers"},{"id":"pmh:oai:fr.eurecom:3801","is_oa":false,"landing_page_url":"http://www.eurecom.fr/publication/3801","pdf_url":null,"source":{"id":"https://openalex.org/S4377196942","display_name":"Graduate School and Research Center in Digital Science (EURECOM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1902872","host_organization_name":"EURECOM","host_organization_lineage":["https://openalex.org/I1902872"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISWCS 2012, 9th International Symposium on Wireless Communication Systems, August 28-31, 2012, Paris, France&#13;\\n","raw_type":"Invited paper in a conference"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W368265031","https://openalex.org/W1496590343","https://openalex.org/W2003798390","https://openalex.org/W2019975850","https://openalex.org/W2039522160","https://openalex.org/W2044502527","https://openalex.org/W2056921512","https://openalex.org/W2088952177","https://openalex.org/W2105556121","https://openalex.org/W2317700292","https://openalex.org/W2953162159","https://openalex.org/W4234228486","https://openalex.org/W4298215580"],"related_works":["https://openalex.org/W1931943713","https://openalex.org/W301676527","https://openalex.org/W1757854673","https://openalex.org/W3140554627","https://openalex.org/W2507345605","https://openalex.org/W4289865786","https://openalex.org/W2110670012","https://openalex.org/W2103028776","https://openalex.org/W2051005918","https://openalex.org/W2172055400"],"abstract_inverted_index":{"We":[0],"deal":[1],"with":[2,85,96],"a":[3,12,38,51,93],"multi-access":[4],"wireless":[5],"network":[6],"in":[7,64,78],"which":[8],"transmitters":[9],"dynamically":[10,49],"select":[11,50],"frequency":[13],"band":[14,52],"to":[15,48,60,74,111],"communicate":[16],"on.":[17],"The":[18],"slow":[19],"fading":[20],"channel":[21],"attenuations":[22],"follow":[23],"an":[24],"autoregressive":[25],"model.":[26],"In":[27,81],"the":[28,62,65,75,82,90,101,104,113,121],"single":[29],"user":[30,119],"case,":[31],"we":[32,44,88,107],"formulate":[33,89],"this":[34],"selection":[35],"problem":[36,42,91],"as":[37,92],"restless":[39],"multi-armed":[40],"bandit":[41],"and":[43],"propose":[45,108],"two":[46,109],"strategies":[47,71,110],"at":[53],"each":[54],"time":[55],"slot.":[56],"Our":[57],"objective":[58,102],"is":[59,72,103,125],"maximize":[61],"SNR":[63],"long":[66],"run.":[67],"Each":[68],"of":[69],"these":[70],"close":[73],"optimal":[76],"strategy":[77,124],"different":[79],"regimes.":[80],"general":[83],"case":[84],"several":[86],"users,":[87],"stochastic":[94],"game":[95],"uncountable":[97],"state":[98],"space,":[99],"where":[100],"SINR.":[105],"Then":[106],"approximate":[112],"best":[114],"response":[115],"policy":[116],"for":[117],"one":[118],"when":[120],"other":[122],"users'":[123],"fixed.":[126]},"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
