{"id":"https://openalex.org/W2981307681","doi":"https://doi.org/10.1109/tvt.2019.2947265","title":"Regret Matching Learning Based Spectrum Reuse in Small Cell Networks","display_name":"Regret Matching Learning Based Spectrum Reuse in Small Cell Networks","publication_year":2019,"publication_date":"2019-10-14","ids":{"openalex":"https://openalex.org/W2981307681","doi":"https://doi.org/10.1109/tvt.2019.2947265","mag":"2981307681"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2019.2947265","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2019.2947265","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Transactions on Vehicular Technology","raw_type":"journal-article"},"type":"article","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/A5101589345","display_name":"Chaoqiong Fan","orcid":"https://orcid.org/0000-0003-1500-4314"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaoqiong Fan","raw_affiliation_strings":["School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1500-4314","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100365151","display_name":"Bin Li","orcid":"https://orcid.org/0000-0002-1998-819X"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Li","raw_affiliation_strings":["School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-1998-819X","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101832765","display_name":"Chenglin Zhao","orcid":"https://orcid.org/0000-0002-4270-5717"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenglin Zhao","raw_affiliation_strings":["School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007832415","display_name":"Ying\u2010Chang Liang","orcid":"https://orcid.org/0000-0003-2671-5090"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying-Chang Liang","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0003-2671-5090","affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8476,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.74847825,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"69","issue":"1","first_page":"1060","last_page":"1064"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9993000030517578,"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":0.9993000030517578,"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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9925000071525574,"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/regret","display_name":"Regret","score":0.815589427947998},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.7013652324676514},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7007400393486023},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5746411681175232},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5534850358963013},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.5376334190368652},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5307386517524719},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.5210249423980713},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.48367437720298767},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.43970364332199097},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4311058223247528},{"id":"https://openalex.org/keywords/channel-state-information","display_name":"Channel state information","score":0.428053617477417},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.38645225763320923},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.19794589281082153},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14979124069213867},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12611865997314453}],"concepts":[{"id":"https://openalex.org/C50817715","wikidata":"https://www.wikidata.org/wiki/Q79895177","display_name":"Regret","level":2,"score":0.815589427947998},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.7013652324676514},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7007400393486023},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5746411681175232},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5534850358963013},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.5376334190368652},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5307386517524719},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.5210249423980713},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.48367437720298767},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.43970364332199097},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4311058223247528},{"id":"https://openalex.org/C148063708","wikidata":"https://www.wikidata.org/wiki/Q5072511","display_name":"Channel state information","level":3,"score":0.428053617477417},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.38645225763320923},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.19794589281082153},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14979124069213867},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12611865997314453},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","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},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tvt.2019.2947265","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2019.2947265","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Transactions on Vehicular Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7872219757","display_name":null,"funder_award_id":"U1805262","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1793765462","https://openalex.org/W2076450981","https://openalex.org/W2092865206","https://openalex.org/W2126776273","https://openalex.org/W2136423702","https://openalex.org/W2168635421","https://openalex.org/W2226672079","https://openalex.org/W2261198379","https://openalex.org/W2325776859","https://openalex.org/W2748748242","https://openalex.org/W2784110897","https://openalex.org/W2794536394","https://openalex.org/W2809232290","https://openalex.org/W2883185792","https://openalex.org/W2902540228","https://openalex.org/W3104869988","https://openalex.org/W3105051113"],"related_works":["https://openalex.org/W2971351794","https://openalex.org/W4376155396","https://openalex.org/W1947085858","https://openalex.org/W2174986909","https://openalex.org/W2527791220","https://openalex.org/W2101991911","https://openalex.org/W2155070487","https://openalex.org/W4311589891","https://openalex.org/W1925875298","https://openalex.org/W4292701710"],"abstract_inverted_index":{"We":[0],"investigate":[1],"the":[2,41,50,63,86,90,107,117,132],"interference-aware":[3],"spectrum":[4,75],"reuse":[5],"for":[6],"heterogeneous":[7],"small":[8],"cell":[9],"networks":[10],"(SCNs),":[11],"by":[12,52,122],"specially":[13],"considering":[14],"dense-user":[15],"deployment":[16],"and":[17,29,77,95,110],"stochastic-environment":[18],"uncertainties.":[19,47],"Most":[20],"existing":[21],"approaches,":[22],"which":[23],"are":[24],"lack":[25],"of":[26,43,57,134],"evolving":[27],"coordinations":[28],"rely":[30],"on":[31,92],"precise":[32],"channel":[33],"state":[34],"information,":[35],"tend":[36],"to":[37,61,73,84,125],"be":[38],"inefficient":[39],"in":[40],"context":[42],"dense":[44],"SCNs":[45],"with":[46,96],"To":[48],"improve":[49],"performance,":[51],"introducing":[53],"a":[54,68,79],"reliable":[55],"metric":[56],"successful":[58],"transmission":[59],"probability":[60],"characterize":[62],"individual":[64],"utility,":[65],"we":[66],"adopt":[67],"correlated":[69],"equilibrium":[70],"(CE)-based":[71],"game":[72],"formulate":[74],"reuse,":[76],"propose":[78],"distributed":[80],"regret-matching":[81],"learning":[82,120],"algorithm":[83],"achieve":[85],"CE":[87,98],"solutions.":[88],"Eliminating":[89],"dependence":[91],"definite":[93],"information":[94],"general":[97],"points":[99],"consideration,":[100],"our":[101,135],"new":[102],"scheme":[103],"is":[104],"feasible":[105],"under":[106],"varying":[108],"environment":[109],"can":[111],"obtain":[112],"more":[113],"promising":[114],"solutions":[115],"than":[116],"state-of-art":[118],"reinforcement":[119],"methods":[121],"encouraging":[123],"players":[124],"coordinate":[126],"their":[127],"strategies.":[128],"Numerical":[129],"simulations":[130],"demonstrate":[131],"advantages":[133],"proposed":[136],"scheme.":[137]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}