{"id":"https://openalex.org/W4200073047","doi":"https://doi.org/10.1109/ictc52510.2021.9620863","title":"Profiling Vehicles for Improved Small Cell Beam-Vehicle Pairing Using Multi-Armed Bandit","display_name":"Profiling Vehicles for Improved Small Cell Beam-Vehicle Pairing Using Multi-Armed Bandit","publication_year":2021,"publication_date":"2021-10-20","ids":{"openalex":"https://openalex.org/W4200073047","doi":"https://doi.org/10.1109/ictc52510.2021.9620863"},"language":"en","primary_location":{"id":"doi:10.1109/ictc52510.2021.9620863","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc52510.2021.9620863","pdf_url":null,"source":{"id":"https://openalex.org/S4363607766","display_name":"2021 International Conference on Information and Communication Technology Convergence (ICTC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Information and Communication Technology Convergence (ICTC)","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/A5062223826","display_name":"Abdulkadir Kose","orcid":"https://orcid.org/0000-0002-6877-1392"},"institutions":[{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Abdulkadir Kose","raw_affiliation_strings":["5GIC & 6GIC, Institute for Communication Systems (ICS), University of Surrey, Guildford, UK"],"affiliations":[{"raw_affiliation_string":"5GIC & 6GIC, Institute for Communication Systems (ICS), University of Surrey, Guildford, UK","institution_ids":["https://openalex.org/I28290843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073704569","display_name":"Chuan Heng Foh","orcid":"https://orcid.org/0000-0002-5716-1396"},"institutions":[{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Chuan Heng Foh","raw_affiliation_strings":["5GIC & 6GIC, Institute for Communication Systems (ICS), University of Surrey, Guildford, UK"],"affiliations":[{"raw_affiliation_string":"5GIC & 6GIC, Institute for Communication Systems (ICS), University of Surrey, Guildford, UK","institution_ids":["https://openalex.org/I28290843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100711632","display_name":"Haeyoung Lee","orcid":"https://orcid.org/0000-0002-5760-6623"},"institutions":[{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Haeyoung Lee","raw_affiliation_strings":["5GIC & 6GIC, Institute for Communication Systems (ICS), University of Surrey, Guildford, UK"],"affiliations":[{"raw_affiliation_string":"5GIC & 6GIC, Institute for Communication Systems (ICS), University of Surrey, Guildford, UK","institution_ids":["https://openalex.org/I28290843"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011008020","display_name":"Klaus Moessner","orcid":"https://orcid.org/0000-0002-0629-7998"},"institutions":[{"id":"https://openalex.org/I2610724","display_name":"Chemnitz University of Technology","ror":"https://ror.org/00a208s56","country_code":"DE","type":"education","lineage":["https://openalex.org/I2610724"]},{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]}],"countries":["DE","GB"],"is_corresponding":false,"raw_author_name":"Klaus Moessner","raw_affiliation_strings":["5GIC & 6GIC, Institute for Communication Systems (ICS), University of Surrey, Guildford, UK","Faculty of Electronics and information Technology, University of Technology Chemnitz, Germany"],"affiliations":[{"raw_affiliation_string":"5GIC & 6GIC, Institute for Communication Systems (ICS), University of Surrey, Guildford, UK","institution_ids":["https://openalex.org/I28290843"]},{"raw_affiliation_string":"Faculty of Electronics and information Technology, University of Technology Chemnitz, Germany","institution_ids":["https://openalex.org/I2610724"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5062223826"],"corresponding_institution_ids":["https://openalex.org/I28290843"],"apc_list":null,"apc_paid":null,"fwci":1.731,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.83219968,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9994999766349792,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9994999766349792,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9994000196456909,"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/T10148","display_name":"Advanced MIMO Systems 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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7140239477157593},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.5440233945846558},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.5356767773628235},{"id":"https://openalex.org/keywords/mobility-model","display_name":"Mobility model","score":0.5068498253822327},{"id":"https://openalex.org/keywords/vehicular-ad-hoc-network","display_name":"Vehicular ad hoc network","score":0.47101128101348877},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.463148295879364},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.4489247500896454},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.4447333812713623},{"id":"https://openalex.org/keywords/wireless-ad-hoc-network","display_name":"Wireless ad hoc network","score":0.24779698252677917},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2297089695930481},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.19507363438606262}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7140239477157593},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.5440233945846558},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.5356767773628235},{"id":"https://openalex.org/C191485582","wikidata":"https://www.wikidata.org/wiki/Q6887309","display_name":"Mobility model","level":2,"score":0.5068498253822327},{"id":"https://openalex.org/C192448918","wikidata":"https://www.wikidata.org/wiki/Q682677","display_name":"Vehicular ad hoc network","level":4,"score":0.47101128101348877},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.463148295879364},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.4489247500896454},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.4447333812713623},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.24779698252677917},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2297089695930481},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.19507363438606262},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ictc52510.2021.9620863","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc52510.2021.9620863","pdf_url":null,"source":{"id":"https://openalex.org/S4363607766","display_name":"2021 International Conference on Information and Communication Technology Convergence (ICTC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"},{"id":"pmh:oai:alma.44SUR_INST:11154060240002346","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4210197018","display_name":"View","issn_l":"2688-268X","issn":["2688-268X","2688-3988"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.6000000238418579,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1969472392","https://openalex.org/W2299676078","https://openalex.org/W2561773934","https://openalex.org/W2793784277","https://openalex.org/W2805657678","https://openalex.org/W2896890603","https://openalex.org/W2943916261","https://openalex.org/W2981096252","https://openalex.org/W3010248974","https://openalex.org/W3014787243","https://openalex.org/W3092578630","https://openalex.org/W3114835543"],"related_works":["https://openalex.org/W2019904086","https://openalex.org/W2303288554","https://openalex.org/W2101167671","https://openalex.org/W2056935821","https://openalex.org/W3033750547","https://openalex.org/W2029216794","https://openalex.org/W3105768957","https://openalex.org/W2044405337","https://openalex.org/W2047225036","https://openalex.org/W2093207996"],"abstract_inverted_index":{"The":[0,18],"5G":[1],"technology":[2],"has":[3,28,147],"tapped":[4],"into":[5],"millimeter":[6],"wave":[7],"(mmWave)":[8],"spectrum":[9],"to":[10,34,67,82,98,103,166,180,193],"create":[11],"additional":[12],"bandwidth":[13],"for":[14,22,77,129,156,189],"improved":[15],"network":[16,70],"capacity.":[17],"use":[19],"of":[20,39,86],"mmWave":[21,33,48,57,101],"specific":[23],"applications":[24],"including":[25],"vehicular":[26,35,69],"networks":[27,36],"widely":[29],"discussed.":[30],"However,":[31],"applying":[32],"faces":[37],"challenges":[38],"high":[40],"mobility":[41,76,91,138,154,161,172],"nodes":[42],"and":[43,93,122,158],"narrow":[44],"coverage":[45],"along":[46],"the":[47,84,95,130,134,143,159,174],"beams.":[49],"In":[50],"this":[51],"paper,":[52],"we":[53],"focus":[54],"on":[55,113],"a":[56,64,78,105,187],"small":[58],"cell":[59],"base":[60],"station":[61],"deployed":[62],"in":[63],"city":[65],"area":[66],"support":[68],"application.":[71],"We":[72,140],"propose":[73],"profiling":[74],"vehicle":[75,137,150,160,171],"machine":[79,108,175],"learning":[80,109,116,176],"agent":[81,110,177],"learn":[83],"performance":[85],"serving":[87],"vehicles":[88,182],"with":[89],"different":[90],"profiles":[92],"utilize":[94],"past":[96],"experiences":[97],"select":[99],"appropriate":[100],"beam":[102,188],"service":[104],"vehicle.":[106],"Our":[107],"is":[111,163,178],"based":[112],"multi-armed":[114,120,124,132],"bandit":[115,121,125],"model,":[117],"where":[118],"classical":[119],"contextual":[123,131],"are":[126,136],"used.":[127],"Particularly":[128],"bandit,":[133],"contexts":[135],"information.":[139],"show":[141],"that":[142,183],"local":[144],"street":[145],"layout":[146],"naturally":[148],"constrained":[149],"movement":[151],"creating":[152],"distinct":[153],"information":[155,162],"vehicles,":[157],"highly":[164],"related":[165],"communication":[167],"performance.":[168],"By":[169],"using":[170],"information,":[173],"able":[179],"identify":[181],"can":[184],"remain":[185],"within":[186],"longer":[190],"time":[191],"period":[192],"avoid":[194],"frequent":[195],"handovers.":[196]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
