{"id":"https://openalex.org/W4327778816","doi":"https://doi.org/10.1109/ccnc51644.2023.10060709","title":"LinUCB-Based Handover Algorithm for Throughput Maximization in Heterogeneous Cellular Networks","display_name":"LinUCB-Based Handover Algorithm for Throughput Maximization in Heterogeneous Cellular Networks","publication_year":2023,"publication_date":"2023-01-08","ids":{"openalex":"https://openalex.org/W4327778816","doi":"https://doi.org/10.1109/ccnc51644.2023.10060709"},"language":"en","primary_location":{"id":"doi:10.1109/ccnc51644.2023.10060709","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ccnc51644.2023.10060709","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 20th Consumer Communications & Networking Conference (CCNC)","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/A5003202344","display_name":"Yushu Chen","orcid":"https://orcid.org/0000-0003-0731-0813"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Yu-Shu Chen","raw_affiliation_strings":["National Tsing Hua University,Department of Computer Science,Hsinchu,ROC,Taiwan","Department of Computer Science, National Tsing Hua University, Hsinchu, ROC, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Tsing Hua University,Department of Computer Science,Hsinchu,ROC,Taiwan","institution_ids":["https://openalex.org/I25846049"]},{"raw_affiliation_string":"Department of Computer Science, National Tsing Hua University, Hsinchu, ROC, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084717091","display_name":"Zhihong Huang","orcid":"https://orcid.org/0000-0003-4569-5400"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Zhi-Hong Huang","raw_affiliation_strings":["National Tsing Hua University,Department of Computer Science,Hsinchu,ROC,Taiwan","Department of Computer Science, National Tsing Hua University, Hsinchu, ROC, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Tsing Hua University,Department of Computer Science,Hsinchu,ROC,Taiwan","institution_ids":["https://openalex.org/I25846049"]},{"raw_affiliation_string":"Department of Computer Science, National Tsing Hua University, Hsinchu, ROC, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087200092","display_name":"Ming\u2010Jer Tsai","orcid":"https://orcid.org/0000-0001-6287-908X"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ming-Jer Tsai","raw_affiliation_strings":["National Tsing Hua University,Department of Computer Science,Hsinchu,ROC,Taiwan","Department of Computer Science, National Tsing Hua University, Hsinchu, ROC, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Tsing Hua University,Department of Computer Science,Hsinchu,ROC,Taiwan","institution_ids":["https://openalex.org/I25846049"]},{"raw_affiliation_string":"Department of Computer Science, National Tsing Hua University, Hsinchu, ROC, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5003202344"],"corresponding_institution_ids":["https://openalex.org/I25846049"],"apc_list":null,"apc_paid":null,"fwci":0.2624,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5375731,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"734","last_page":"739"},"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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9991999864578247,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9990000128746033,"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/computer-science","display_name":"Computer science","score":0.7951364517211914},{"id":"https://openalex.org/keywords/handover","display_name":"Handover","score":0.7938590049743652},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.7321757674217224},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.7236328721046448},{"id":"https://openalex.org/keywords/spectral-efficiency","display_name":"Spectral efficiency","score":0.5736809372901917},{"id":"https://openalex.org/keywords/upper-and-lower-bounds","display_name":"Upper and lower bounds","score":0.5258722305297852},{"id":"https://openalex.org/keywords/user-equipment","display_name":"User equipment","score":0.5145125389099121},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.43683457374572754},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.4123806357383728},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3972664177417755},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.21669256687164307},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.21162372827529907},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10154739022254944},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09503912925720215}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7951364517211914},{"id":"https://openalex.org/C111852164","wikidata":"https://www.wikidata.org/wiki/Q1414679","display_name":"Handover","level":2,"score":0.7938590049743652},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.7321757674217224},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.7236328721046448},{"id":"https://openalex.org/C137246740","wikidata":"https://www.wikidata.org/wiki/Q583970","display_name":"Spectral efficiency","level":3,"score":0.5736809372901917},{"id":"https://openalex.org/C77553402","wikidata":"https://www.wikidata.org/wiki/Q13222579","display_name":"Upper and lower bounds","level":2,"score":0.5258722305297852},{"id":"https://openalex.org/C2781327853","wikidata":"https://www.wikidata.org/wiki/Q3552547","display_name":"User equipment","level":3,"score":0.5145125389099121},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43683457374572754},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.4123806357383728},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3972664177417755},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.21669256687164307},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.21162372827529907},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10154739022254944},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09503912925720215},{"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/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccnc51644.2023.10060709","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ccnc51644.2023.10060709","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 20th Consumer Communications & Networking Conference (CCNC)","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":10,"referenced_works":["https://openalex.org/W2168405694","https://openalex.org/W2397976944","https://openalex.org/W2761444498","https://openalex.org/W2903709398","https://openalex.org/W2968782695","https://openalex.org/W2990740617","https://openalex.org/W3083695346","https://openalex.org/W3121407364","https://openalex.org/W3132620150","https://openalex.org/W4206530644"],"related_works":["https://openalex.org/W2907119020","https://openalex.org/W2395800181","https://openalex.org/W2149569983","https://openalex.org/W2809714975","https://openalex.org/W1989270073","https://openalex.org/W4226210192","https://openalex.org/W4310173015","https://openalex.org/W2045260746","https://openalex.org/W2122807322","https://openalex.org/W2071030690"],"abstract_inverted_index":{"Recently,":[0],"the":[1,4,12,20,38,40,45,55,61,66,72,75,81,89,99,103,116,120,123,125,131,134,138,142,147,150,153,156,167,172,180,194,202,207,214,220,227,234,238,245],"topic":[2],"for":[3,54],"development":[5],"of":[6,23,74,88,105,122,127,137,149,152,166,213,244],"efficient":[7,52],"handover":[8,42,187,240],"algorithms":[9,43,241],"to":[10,95,115,170,183,192,201,231],"select":[11],"target":[13],"(serving)":[14],"base":[15],"station":[16],"(BS)":[17],"such":[18,205],"that":[19,206,233],"average":[21,246],"throughput":[22,101,104,204],"user":[24],"equipments":[25],"(UEs)":[26],"is":[27,112,191,209],"maximized":[28],"in":[29,98,242],"heterogeneous":[30],"cellular":[31],"networks":[32],"has":[33],"received":[34],"much":[35],"attention.":[36],"In":[37,175],"literature,":[39],"latest":[41],"employ":[44],"upper":[46,158],"confidence":[47,159],"bound":[48,160],"(UCB)":[49],"policy,":[50],"one":[51],"method":[53],"multi-armed":[56],"bandit":[57],"(MAB)":[58],"problem,":[59],"since":[60,102],"UCB":[62,82],"policy":[63,83,162],"can":[64],"identify":[65],"critical":[67],"actions":[68],"quickly":[69],"by":[70,109,130,141,219],"taking":[71],"uncertainty":[73,151],"action":[76,154,173],"reward":[77,195,208],"into":[78],"account.":[79],"However,":[80],"does":[84],"not":[85],"take":[86],"advantage":[87],"observed":[90,117,168,197,215],"features,":[91],"which":[92],"could":[93],"lead":[94],"poor":[96],"performance":[97],"UE":[100,107,139,203,247],"a":[106,110,185,210],"served":[108,129],"BS":[111],"highly":[113,199],"correlated":[114,200],"features":[118,169,198,216],"including":[119],"bandwidth":[121],"BS,":[124,132],"number":[126],"UEs":[128],"and":[133,196],"spectral":[135],"efficiency":[136],"achieved":[140],"BS.":[143],"By":[144],"contrast,":[145],"besides":[146],"consideration":[148],"reward,":[155],"linear":[157,211],"(LinUCB)":[161],"also":[163],"makes":[164],"use":[165],"estimate":[171],"reward.":[174],"this":[176],"paper,":[177],"we":[178],"make":[179],"first":[181],"attempt":[182],"propose":[184],"LinUCB-based":[186],"algorithm.":[188],"The":[189],"challenge":[190],"define":[193],"combination":[212],"as":[217],"demanded":[218],"LinUCB":[221],"policy.":[222],"We":[223],"conduct":[224],"simulations":[225],"on":[226],"network":[228],"simulator":[229],"ns-3":[230],"show":[232],"proposed":[235],"algorithm":[236],"outperforms":[237],"state-of-the-art":[239],"terms":[243],"throughput.":[248]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}