{"id":"https://openalex.org/W2156560031","doi":"https://doi.org/10.1109/icc.2013.6654753","title":"Multi-armed bandit based opportunistic channel access: A consideration of switch cost","display_name":"Multi-armed bandit based opportunistic channel access: A consideration of switch cost","publication_year":2013,"publication_date":"2013-06-01","ids":{"openalex":"https://openalex.org/W2156560031","doi":"https://doi.org/10.1109/icc.2013.6654753","mag":"2156560031"},"language":"en","primary_location":{"id":"doi:10.1109/icc.2013.6654753","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2013.6654753","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5040068435","display_name":"Jing Huang","orcid":"https://orcid.org/0000-0002-0481-8702"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Huang","raw_affiliation_strings":["Department of Electronic Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085791658","display_name":"Xiaoying Gan","orcid":"https://orcid.org/0000-0001-5200-1409"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoying Gan","raw_affiliation_strings":["Department of Electronic Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101927586","display_name":"Xinxin Feng","orcid":"https://orcid.org/0000-0001-9370-4610"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinxin Feng","raw_affiliation_strings":["Department of Electronic Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1651","last_page":"1655"},"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":0.994700014591217,"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":0.9932000041007996,"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/regret","display_name":"Regret","score":0.9508672952651978},{"id":"https://openalex.org/keywords/logarithm","display_name":"Logarithm","score":0.7589357495307922},{"id":"https://openalex.org/keywords/multi-armed-bandit","display_name":"Multi-armed bandit","score":0.6827757358551025},{"id":"https://openalex.org/keywords/constant","display_name":"Constant (computer programming)","score":0.6538179516792297},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.6518967151641846},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5997628569602966},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.5607103109359741},{"id":"https://openalex.org/keywords/access-time","display_name":"Access time","score":0.4327084422111511},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3915347754955292},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2817901372909546},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.15880510210990906},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15398547053337097}],"concepts":[{"id":"https://openalex.org/C50817715","wikidata":"https://www.wikidata.org/wiki/Q79895177","display_name":"Regret","level":2,"score":0.9508672952651978},{"id":"https://openalex.org/C39927690","wikidata":"https://www.wikidata.org/wiki/Q11197","display_name":"Logarithm","level":2,"score":0.7589357495307922},{"id":"https://openalex.org/C123197309","wikidata":"https://www.wikidata.org/wiki/Q2882343","display_name":"Multi-armed bandit","level":3,"score":0.6827757358551025},{"id":"https://openalex.org/C2777027219","wikidata":"https://www.wikidata.org/wiki/Q1284190","display_name":"Constant (computer programming)","level":2,"score":0.6538179516792297},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.6518967151641846},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5997628569602966},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.5607103109359741},{"id":"https://openalex.org/C194080101","wikidata":"https://www.wikidata.org/wiki/Q46306","display_name":"Access time","level":2,"score":0.4327084422111511},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3915347754955292},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2817901372909546},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.15880510210990906},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15398547053337097},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc.2013.6654753","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2013.6654753","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.550000011920929}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1996038483","https://openalex.org/W2000080679","https://openalex.org/W2009551863","https://openalex.org/W2081492748","https://openalex.org/W2112027676","https://openalex.org/W2140571193"],"related_works":["https://openalex.org/W2947263763","https://openalex.org/W4288373430","https://openalex.org/W4287753704","https://openalex.org/W3036260055","https://openalex.org/W3158925485","https://openalex.org/W2996735312","https://openalex.org/W4289341771","https://openalex.org/W3114769327","https://openalex.org/W3191284239","https://openalex.org/W2996787464"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,107],"study":[4],"on":[5],"the":[6,21,71,80],"problem":[7],"of":[8,65,73,82],"opportunistic":[9],"channel":[10],"access":[11,75],"without":[12,96],"prior":[13],"information":[14],"about":[15],"channels.":[16],"We":[17,77],"model":[18],"it":[19],"as":[20,94,112],"multi-armed":[22],"bandit":[23],"(MAB)":[24],"problem.":[25],"There":[26],"are":[27],"N":[28],"independent":[29],"arms.":[30],"The":[31,63],"player":[32,52],"can":[33],"choose":[34],"one":[35],"arm":[36],"to":[37,69,123],"play":[38,117],"each":[39],"time":[40,90,126],"and":[41,60],"get":[42],"a":[43,101,109,131],"reward.":[44],"Switch":[45,55],"cost":[46,56,87],"is":[47,67,121],"taken":[48],"into":[49],"consideration":[50],"when":[51],"switches":[53],"arm.":[54],"includes":[57],"reward":[58],"loss":[59],"switch":[61,86,97,114],"delay.":[62],"concept":[64],"regret":[66,81,120],"used":[68],"measure":[70],"performance":[72],"an":[74],"policy.":[76],"prove":[78],"that":[79,95],"Lai-Robbins":[83],"policy":[84,110],"with":[85,89,100,115,125,130],"grows":[88],"at":[91,127],"logarithmic":[92,128],"order":[93,129],"cost,":[98],"though":[99],"much":[102,132],"higher":[103],"leading":[104,134],"constant.":[105,135],"Then":[106],"propose":[108],"referred":[111],"reducing":[113],"advanced":[116],"(RSAP),":[118],"whose":[119],"shown":[122],"grow":[124],"smaller":[133]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
