{"id":"https://openalex.org/W1964358376","doi":"https://doi.org/10.1109/wcnc.2013.6554822","title":"Stable multiuser channel allocations in opportunistic spectrum access","display_name":"Stable multiuser channel allocations in opportunistic spectrum access","publication_year":2013,"publication_date":"2013-04-01","ids":{"openalex":"https://openalex.org/W1964358376","doi":"https://doi.org/10.1109/wcnc.2013.6554822","mag":"1964358376"},"language":"en","primary_location":{"id":"doi:10.1109/wcnc.2013.6554822","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcnc.2013.6554822","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Wireless Communications and Networking Conference (WCNC)","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/A5063035156","display_name":"Li Huang","orcid":"https://orcid.org/0000-0002-8454-9839"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Huang","raw_affiliation_strings":["Department of Electronic and Information Engineering, Huazhong University of Science and Technology, China","Dept. of Electron. & Inf. Eng., HuaZhong Univ. of Sci. & Technol., Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic and Information Engineering, Huazhong University of Science and Technology, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"Dept. of Electron. & Inf. Eng., HuaZhong Univ. of Sci. & Technol., Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100891840","display_name":"Guangxi Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangxi Zhu","raw_affiliation_strings":["Department of Electronic and Information Engineering, Huazhong University of Science and Technology, China","Dept. of Electron. & Inf. Eng., HuaZhong Univ. of Sci. & Technol., Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic and Information Engineering, Huazhong University of Science and Technology, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"Dept. of Electron. & Inf. Eng., HuaZhong Univ. of Sci. & Technol., Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060514022","display_name":"Xiaojiang Du","orcid":"https://orcid.org/0000-0003-4235-9671"},"institutions":[{"id":"https://openalex.org/I84392919","display_name":"Temple University","ror":"https://ror.org/00kx1jb78","country_code":"US","type":"education","lineage":["https://openalex.org/I84392919"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaojiang Du","raw_affiliation_strings":["Department of Computer and Information Sciences, Temple University, Philadelphia, USA","Department of Computer and Information Science, Temple University, Philadelphia PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, Temple University, Philadelphia, USA","institution_ids":["https://openalex.org/I84392919"]},{"raw_affiliation_string":"Department of Computer and Information Science, Temple University, Philadelphia PA, USA","institution_ids":["https://openalex.org/I84392919"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064314482","display_name":"Kaigui Bian","orcid":null},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaigui Bian","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Peking University, China","[Sch. of Electr. Eng. & Comput. Sci., Peking Univ., Beijing, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Peking University, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"[Sch. of Electr. Eng. & Comput. Sci., Peking Univ., Beijing, China]","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1715","last_page":"1720"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9998000264167786,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9973000288009644,"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":0.9944000244140625,"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/channel","display_name":"Channel (broadcasting)","score":0.7237154245376587},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7072019577026367},{"id":"https://openalex.org/keywords/regret","display_name":"Regret","score":0.6853819489479065},{"id":"https://openalex.org/keywords/channel-allocation-schemes","display_name":"Channel allocation schemes","score":0.5148488879203796},{"id":"https://openalex.org/keywords/logarithm","display_name":"Logarithm","score":0.507839024066925},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.437417209148407},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.42925459146499634},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.40818944573402405},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.39524611830711365},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.34172534942626953},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.24186623096466064},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1627989113330841},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1106690764427185},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.09228074550628662}],"concepts":[{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.7237154245376587},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7072019577026367},{"id":"https://openalex.org/C50817715","wikidata":"https://www.wikidata.org/wiki/Q79895177","display_name":"Regret","level":2,"score":0.6853819489479065},{"id":"https://openalex.org/C114237682","wikidata":"https://www.wikidata.org/wiki/Q5072483","display_name":"Channel allocation schemes","level":3,"score":0.5148488879203796},{"id":"https://openalex.org/C39927690","wikidata":"https://www.wikidata.org/wiki/Q11197","display_name":"Logarithm","level":2,"score":0.507839024066925},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.437417209148407},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.42925459146499634},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.40818944573402405},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.39524611830711365},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34172534942626953},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.24186623096466064},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1627989113330841},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1106690764427185},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.09228074550628662},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","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},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wcnc.2013.6554822","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcnc.2013.6554822","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Wireless Communications and Networking Conference (WCNC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1993012830","https://openalex.org/W2011383489","https://openalex.org/W2020254732","https://openalex.org/W2068115726","https://openalex.org/W2118726574","https://openalex.org/W2127593435","https://openalex.org/W2140571193","https://openalex.org/W2144369278","https://openalex.org/W2146025745","https://openalex.org/W2168405694","https://openalex.org/W2169926276","https://openalex.org/W3103604572","https://openalex.org/W4235234911"],"related_works":["https://openalex.org/W2947263763","https://openalex.org/W4288373430","https://openalex.org/W3036260055","https://openalex.org/W4287753704","https://openalex.org/W3158925485","https://openalex.org/W2996735312","https://openalex.org/W2130113566","https://openalex.org/W1980742129","https://openalex.org/W2092102680","https://openalex.org/W2171803295"],"abstract_inverted_index":{"We":[0,33],"consider":[1],"the":[2,26,47,59,148,152,159],"distributed":[3],"channel":[4,22,28,72,134],"allocation":[5],"problem":[6,36],"in":[7,25,88,103],"an":[8],"asymmetrical":[9],"opportunistic":[10],"spectrum":[11],"access":[12],"(OSA)":[13],"system":[14,149],"where":[15],"each":[16],"secondary":[17,52,90,114,142],"user":[18],"possibly":[19],"has":[20],"different":[21],"reward":[23,49],"even":[24],"same":[27],"due":[29],"to":[30,45,57],"geographic":[31],"dispersion.":[32],"formulate":[34],"this":[35,76],"as":[37],"a":[38,80,104,117],"Gale-Shapley":[39,85],"stable":[40,60,125],"theorem":[41],"using":[42,128],"game":[43],"theory":[44],"optimize":[46],"sum":[48],"of":[50,62,71,138,151],"all":[51],"users.":[53,143],"It":[54,122],"is":[55],"challenging":[56],"achieve":[58],"matching":[61,120],"user-channel":[63,119],"pairs":[64],"without":[65,131],"centralized":[66],"control":[67],"and":[68,98,136],"prior":[69],"knowledge":[70],"availability":[73],"statistics.":[74],"In":[75],"paper,":[77],"we":[78],"present":[79],"novel":[81],"decentralized":[82],"order-optimal":[83],"learning":[84,129],"scheme":[86,110],"(OLGS)":[87],"which":[89],"users":[91,115],"learn":[92],"from":[93],"their":[94,101],"local":[95],"history":[96],"data":[97],"individually":[99],"adjust":[100],"behaviors":[102],"time-varying":[105],"OSA":[106],"system.":[107],"The":[108],"proposed":[109],"eliminates":[111],"collisions":[112],"among":[113,141],"by":[116],"one-to-one":[118],"policy.":[121],"also":[123],"achieves":[124],"spectral":[126],"allocations":[127],"method":[130],"assuming":[132],"known":[133],"parameters":[135],"independent":[137],"information":[139],"exchange":[140],"Simulation":[144],"results":[145],"show":[146],"that":[147],"regret":[150],"OLGS":[153],"solution":[154],"grows":[155],"with":[156,162],"time":[157],"at":[158],"logarithmic":[160],"order":[161],"low":[163],"complexity.":[164]},"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}