{"id":"https://openalex.org/W7138924370","doi":"https://doi.org/10.1109/globecom59602.2025.11432197","title":"Bayesian Optimization for Non-Cooperative Game-Based Radio Resource Management","display_name":"Bayesian Optimization for Non-Cooperative Game-Based Radio Resource Management","publication_year":2025,"publication_date":"2025-12-08","ids":{"openalex":"https://openalex.org/W7138924370","doi":"https://doi.org/10.1109/globecom59602.2025.11432197"},"language":null,"primary_location":{"id":"doi:10.1109/globecom59602.2025.11432197","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom59602.2025.11432197","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2025 - 2025 IEEE Global Communications Conference","raw_type":"proceedings-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/A5056527691","display_name":"Yunchuan Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunchuan Zhang","raw_affiliation_strings":["Wuhan University of Technology,School of Information Engineering,Wuhan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University of Technology,School of Information Engineering,Wuhan,China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076047017","display_name":"J Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jiechen Chen","raw_affiliation_strings":["King’s College London,Department of Engineering,London,UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King’s College London,Department of Engineering,London,UK","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046403593","display_name":"Junshuo Liu","orcid":"https://orcid.org/0009-0000-4347-3041"},"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":"Junshuo Liu","raw_affiliation_strings":["Huazhong University of Science and Technology,School of Electronic Information and Communications,Wuhan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology,School of Electronic Information and Communications,Wuhan,China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066014874","display_name":"Robert C. Qiu","orcid":"https://orcid.org/0000-0002-0988-5525"},"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":"Robert C. Qiu","raw_affiliation_strings":["Huazhong University of Science and Technology,School of Electronic Information and Communications,Wuhan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology,School of Electronic Information and Communications,Wuhan,China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.59713677,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"5145","last_page":"5150"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.43970000743865967,"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":0.43970000743865967,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.34279999136924744,"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":0.029899999499320984,"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/resource-allocation","display_name":"Resource allocation","score":0.649399995803833},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.5178999900817871},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.39309999346733093},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.38370001316070557},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.38119998574256897},{"id":"https://openalex.org/keywords/nash-equilibrium","display_name":"Nash equilibrium","score":0.37630000710487366},{"id":"https://openalex.org/keywords/telecommunications-link","display_name":"Telecommunications link","score":0.37130001187324524},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.35269999504089355}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6991999745368958},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.649399995803833},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.5178999900817871},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5131000280380249},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.39309999346733093},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.38370001316070557},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.38119998574256897},{"id":"https://openalex.org/C46814582","wikidata":"https://www.wikidata.org/wiki/Q23389","display_name":"Nash equilibrium","level":2,"score":0.37630000710487366},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.37130001187324524},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.35269999504089355},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.3458000123500824},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.3197000026702881},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.3077999949455261},{"id":"https://openalex.org/C182448111","wikidata":"https://www.wikidata.org/wiki/Q7281197","display_name":"Radio resource management","level":4,"score":0.3028999865055084},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.28600001335144043},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.2838999927043915},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.28200000524520874},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.28139999508857727},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.2766000032424927},{"id":"https://openalex.org/C134579502","wikidata":"https://www.wikidata.org/wiki/Q1455619","display_name":"Frequency allocation","level":2,"score":0.2696000039577484},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.2678000032901764},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2619999945163727},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.2615000009536743}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom59602.2025.11432197","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom59602.2025.11432197","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2025 - 2025 IEEE Global Communications Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2009551863","https://openalex.org/W2166566250","https://openalex.org/W2898754723","https://openalex.org/W2963000202","https://openalex.org/W2964093908","https://openalex.org/W3045817791","https://openalex.org/W3112469981","https://openalex.org/W3166026547","https://openalex.org/W3184817840","https://openalex.org/W4381163449","https://openalex.org/W4389104731","https://openalex.org/W4391147933","https://openalex.org/W4400877690"],"related_works":[],"abstract_inverted_index":{"Radio":[0],"resource":[1,27,57],"management":[2],"in":[3,130,140],"modern":[4],"cellular":[5],"networks":[6],"often":[7],"calls":[8],"for":[9,120],"the":[10,26,56,68,136],"optimization":[11,89],"of":[12,70,138],"complex":[13],"utility":[14,44],"functions":[15],"that":[16,92],"are":[17],"potentially":[18],"conflicting":[19],"between":[20],"different":[21],"base":[22],"stations":[23],"(BSs).":[24],"Coordinating":[25],"allocation":[28,58,73,129],"strategies":[29],"efficiently":[30],"across":[31],"BSs":[32,62],"to":[33,98,109],"ensure":[34],"stable":[35,77],"network":[36],"service":[37],"poses":[38],"significant":[39],"challenges,":[40],"especially":[41],"when":[42],"each":[43],"is":[45],"accessible":[46],"only":[47],"via":[48],"costly,":[49],"black-box":[50],"evaluations.":[51],"This":[52],"paper":[53],"considers":[54],"formulating":[55],"among":[59],"spectrum":[60],"sharing":[61],"as":[63],"a":[64,76,86,131,146],"non-cooperative":[65],"game,":[66],"with":[67],"goal":[69],"aligning":[71],"their":[72],"incentives":[74],"toward":[75],"outcome.":[78],"To":[79],"address":[80],"this":[81],"challenge,":[82],"we":[83],"propose":[84],"PPR-UCB,":[85],"novel":[87],"Bayesian":[88],"(BO)":[90],"strategy":[91],"learns":[93],"from":[94],"sequential":[95],"decision-evaluation":[96],"pairs":[97],"approximate":[99],"pure":[100],"Nash":[101],"equilibrium":[102,143],"(PNE)":[103],"solutions.":[104],"PPR-UCB":[105,139],"applies":[106],"martingale":[107],"techniques":[108],"Gaussian":[110],"process":[111],"(GP)":[112],"surrogates":[113],"and":[114],"constructs":[115],"high":[116],"probability":[117],"confidence":[118],"bounds":[119],"utilities":[121],"uncertainty":[122],"quantification.":[123],"Experiments":[124],"on":[125],"downlink":[126],"transmission":[127],"power":[128],"multi-cell":[132],"multi-antenna":[133],"system":[134],"demonstrate":[135],"efficiency":[137],"identifying":[141],"effective":[142],"solutions":[144],"within":[145],"few":[147],"data":[148],"samples.":[149]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-03-20T00:00:00"}