{"id":"https://openalex.org/W2887481401","doi":"https://doi.org/10.1109/icc.2018.8422163","title":"A Non-Stationary Online Learning Approach to Mobility Management","display_name":"A Non-Stationary Online Learning Approach to Mobility Management","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2887481401","doi":"https://doi.org/10.1109/icc.2018.8422163","mag":"2887481401"},"language":"en","primary_location":{"id":"doi:10.1109/icc.2018.8422163","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2018.8422163","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 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/A5103113780","display_name":"Yiming Zhou","orcid":"https://orcid.org/0000-0002-8508-2759"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiming Zhou","raw_affiliation_strings":["University of Science and Technology of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016749653","display_name":"Cong Shen","orcid":"https://orcid.org/0000-0002-3148-4453"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cong Shen","raw_affiliation_strings":["University of Science and Technology of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038510002","display_name":"Xiliang Luo","orcid":"https://orcid.org/0000-0003-3816-6789"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiliang Luo","raw_affiliation_strings":["Shanghai Tech University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Tech University","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012339002","display_name":"Mihaela van der Schaar","orcid":"https://orcid.org/0000-0003-3933-6049"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mihaela van der Schaar","raw_affiliation_strings":["University of Oxford"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oxford","institution_ids":["https://openalex.org/I40120149"]}]}],"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":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":1.0,"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":1.0,"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":0.9973999857902527,"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":0.9965000152587891,"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/computer-science","display_name":"Computer science","score":0.7793105840682983},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6871539354324341},{"id":"https://openalex.org/keywords/regret","display_name":"Regret","score":0.6592967510223389},{"id":"https://openalex.org/keywords/handover","display_name":"Handover","score":0.6228238940238953},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.5212612748146057},{"id":"https://openalex.org/keywords/online-learning","display_name":"Online learning","score":0.47951558232307434},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.47762078046798706},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4721120595932007},{"id":"https://openalex.org/keywords/mobility-management","display_name":"Mobility management","score":0.4354098439216614},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3256748914718628},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3216868042945862},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3141699433326721},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.14213162660598755},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1317811906337738},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10012426972389221}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7793105840682983},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6871539354324341},{"id":"https://openalex.org/C50817715","wikidata":"https://www.wikidata.org/wiki/Q79895177","display_name":"Regret","level":2,"score":0.6592967510223389},{"id":"https://openalex.org/C111852164","wikidata":"https://www.wikidata.org/wiki/Q1414679","display_name":"Handover","level":2,"score":0.6228238940238953},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.5212612748146057},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.47951558232307434},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.47762078046798706},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4721120595932007},{"id":"https://openalex.org/C2778555145","wikidata":"https://www.wikidata.org/wiki/Q4476379","display_name":"Mobility management","level":2,"score":0.4354098439216614},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3256748914718628},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3216868042945862},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3141699433326721},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.14213162660598755},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1317811906337738},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10012426972389221},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc.2018.8422163","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2018.8422163","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Communications (ICC)","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":17,"referenced_works":["https://openalex.org/W846918069","https://openalex.org/W1944301273","https://openalex.org/W2009551863","https://openalex.org/W2010630450","https://openalex.org/W2049934117","https://openalex.org/W2070946155","https://openalex.org/W2085717639","https://openalex.org/W2128421120","https://openalex.org/W2344720732","https://openalex.org/W2491017754","https://openalex.org/W2612194121","https://openalex.org/W2950929549","https://openalex.org/W2963615650","https://openalex.org/W4243888862","https://openalex.org/W6640648879","https://openalex.org/W6672226298","https://openalex.org/W6704832752"],"related_works":["https://openalex.org/W2078003942","https://openalex.org/W2081505856","https://openalex.org/W2155806497","https://openalex.org/W2395800181","https://openalex.org/W2035117624","https://openalex.org/W2120453723","https://openalex.org/W2358912731","https://openalex.org/W1553575397","https://openalex.org/W3013887189","https://openalex.org/W2549230952"],"abstract_inverted_index":{"Efficient":[0],"mobility":[1,24],"management":[2],"is":[3],"an":[4],"important":[5],"problem":[6],"in":[7,32,88,140],"modern":[8],"wireless":[9,144],"networks":[10],"with":[11,122],"heterogeneous":[12],"cell":[13],"sizes":[14],"and":[15,55,72,92,126],"increased":[16],"nodes":[17],"densities.":[18],"We":[19,102],"show":[20,114],"that":[21,115],"optimization-":[22],"based":[23],"protocols":[25,121],"cannot":[26],"achieve":[27,84],"long-term":[28],"optimal":[29],"performance,":[30],"particularly":[31],"a":[33,93],"time-varying":[34],"environment":[35,56],"for":[36,98],"ultra-dense":[37],"networks.":[38,145],"To":[39],"address":[40],"the":[41,46,66,104,107,123],"complex":[42],"system":[43],"dynamics,":[44],"especially":[45],"possible":[47],"change":[48],"of":[49,68,106],"statistics":[50],"due":[51],"to":[52,64,83,128,134],"user":[53],"movement":[54],"changes,":[57],"we":[58],"propose":[59],"piece-wise":[60],"stationary":[61],"online-learning":[62],"algorithms":[63,80,109,117],"track":[65],"activities":[67],"small":[69],"base":[70],"stations":[71],"solve":[73],"frequent":[74],"handover":[75],"(FHO)":[76],"problems.":[77],"The":[78],"BASD/BASSW":[79,108],"are":[81,138],"proved":[82],"sublinear":[85],"regret":[86],"performance":[87],"finite":[89],"time":[90,100],"horizon":[91],"linear,":[94],"non-trivial":[95],"rigorous":[96],"bound":[97],"infinite":[99],"horizon.":[101],"study":[103],"robustness":[105],"under":[110],"missing":[111],"feedback.":[112],"Simulations":[113],"proposed":[116],"can":[118],"outperform":[119],"3GPP":[120,133],"best":[124],"threshold,":[125],"tend":[127],"be":[129],"more":[130],"robust":[131],"than":[132],"various":[135],"dynamics":[136],"which":[137],"common":[139],"practical":[141],"ultra-":[142],"dense":[143]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}