{"id":"https://openalex.org/W3081940996","doi":"https://doi.org/10.1109/5gwf49715.2020.9221328","title":"Intelligent Base Station Association for UAV Cellular Users: A Supervised Learning Approach","display_name":"Intelligent Base Station Association for UAV Cellular Users: A Supervised Learning Approach","publication_year":2020,"publication_date":"2020-09-01","ids":{"openalex":"https://openalex.org/W3081940996","doi":"https://doi.org/10.1109/5gwf49715.2020.9221328","mag":"3081940996"},"language":"en","primary_location":{"id":"doi:10.1109/5gwf49715.2020.9221328","is_oa":false,"landing_page_url":"https://doi.org/10.1109/5gwf49715.2020.9221328","pdf_url":null,"source":{"id":"https://openalex.org/S4306498655","display_name":"2020 IEEE 3rd 5G World Forum (5GWF)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 3rd 5G World Forum (5GWF)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2003.01287","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011858592","display_name":"Boris Galkin","orcid":"https://orcid.org/0000-0002-6755-7781"},"institutions":[{"id":"https://openalex.org/I205274468","display_name":"Trinity College Dublin","ror":"https://ror.org/02tyrky19","country_code":"IE","type":"education","lineage":["https://openalex.org/I205274468"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Boris Galkin","raw_affiliation_strings":["CONNECT-Trinity College Dublin, Ireland","Trinity College Dublin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CONNECT-Trinity College Dublin, Ireland","institution_ids":["https://openalex.org/I205274468"]},{"raw_affiliation_string":"Trinity College Dublin","institution_ids":["https://openalex.org/I205274468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038439682","display_name":"Ramy Amer","orcid":"https://orcid.org/0000-0002-7415-8914"},"institutions":[{"id":"https://openalex.org/I205274468","display_name":"Trinity College Dublin","ror":"https://ror.org/02tyrky19","country_code":"IE","type":"education","lineage":["https://openalex.org/I205274468"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Ramy Amer","raw_affiliation_strings":["CONNECT-Trinity College Dublin, Ireland","Trinity College Dublin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CONNECT-Trinity College Dublin, Ireland","institution_ids":["https://openalex.org/I205274468"]},{"raw_affiliation_string":"Trinity College Dublin","institution_ids":["https://openalex.org/I205274468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005576778","display_name":"Erika Fonseca","orcid":"https://orcid.org/0000-0001-9221-9859"},"institutions":[{"id":"https://openalex.org/I205274468","display_name":"Trinity College Dublin","ror":"https://ror.org/02tyrky19","country_code":"IE","type":"education","lineage":["https://openalex.org/I205274468"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Erika Fonseca","raw_affiliation_strings":["CONNECT-Trinity College Dublin, Ireland","Trinity College Dublin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CONNECT-Trinity College Dublin, Ireland","institution_ids":["https://openalex.org/I205274468"]},{"raw_affiliation_string":"Trinity College Dublin","institution_ids":["https://openalex.org/I205274468"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041092244","display_name":"Luiz A. DaSilva","orcid":"https://orcid.org/0000-0001-6310-6150"},"institutions":[{"id":"https://openalex.org/I205274468","display_name":"Trinity College Dublin","ror":"https://ror.org/02tyrky19","country_code":"IE","type":"education","lineage":["https://openalex.org/I205274468"]},{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["IE","US"],"is_corresponding":false,"raw_author_name":"Luiz A. DaSilva","raw_affiliation_strings":["CONNECT-Trinity College Dublin, Ireland","Commonwealth Cyber Initiative, Virginia Tech, USA","Virginia Tech"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CONNECT-Trinity College Dublin, Ireland","institution_ids":["https://openalex.org/I205274468"]},{"raw_affiliation_string":"Commonwealth Cyber Initiative, Virginia Tech, USA","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Virginia Tech","institution_ids":["https://openalex.org/I859038795"]}]}],"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":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16834721,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"383","last_page":"388"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11133","display_name":"UAV Applications and Optimization","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9972000122070312,"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":0.9944000244140625,"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/base-station","display_name":"Base station","score":0.8182698488235474},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7377994060516357},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.7194055318832397},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.6547983884811401},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5916858911514282},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.5457647442817688},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5236054062843323},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.49018484354019165},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.487987220287323},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4787158966064453},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4479469954967499},{"id":"https://openalex.org/keywords/association-scheme","display_name":"Association scheme","score":0.4388807713985443},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4305777847766876},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34767574071884155},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.24347010254859924}],"concepts":[{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.8182698488235474},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7377994060516357},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.7194055318832397},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.6547983884811401},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5916858911514282},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.5457647442817688},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5236054062843323},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.49018484354019165},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.487987220287323},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4787158966064453},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4479469954967499},{"id":"https://openalex.org/C73361133","wikidata":"https://www.wikidata.org/wiki/Q4810150","display_name":"Association scheme","level":2,"score":0.4388807713985443},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4305777847766876},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34767574071884155},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.24347010254859924},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/5gwf49715.2020.9221328","is_oa":false,"landing_page_url":"https://doi.org/10.1109/5gwf49715.2020.9221328","pdf_url":null,"source":{"id":"https://openalex.org/S4306498655","display_name":"2020 IEEE 3rd 5G World Forum (5GWF)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 3rd 5G World Forum (5GWF)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2003.01287","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2003.01287","pdf_url":"https://arxiv.org/pdf/2003.01287","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:vtechworks.lib.vt.edu:10919/107383","is_oa":true,"landing_page_url":"http://hdl.handle.net/10919/107383","pdf_url":"https://vtechworks.lib.vt.edu/bitstreams/6221fdf7-81ff-45a2-9ff6-22b51ad85db1/download","source":{"id":"https://openalex.org/S4306400248","display_name":"VTechWorks (Virginia Tech)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I859038795","host_organization_name":"Virginia Tech","host_organization_lineage":["https://openalex.org/I859038795"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference proceeding"},{"id":"mag:3081940996","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2003.01287.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2003.01287","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2003.01287","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2003.01287","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2003.01287","pdf_url":"https://arxiv.org/pdf/2003.01287","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.47999998927116394,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G1915549107","display_name":null,"funder_award_id":"17/NSFC/5224","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7145012201","display_name":null,"funder_award_id":"17/NSFC/5224","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G7226090481","display_name":null,"funder_award_id":"13/RC/2077","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"}],"funders":[{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2287503382","https://openalex.org/W2738731084","https://openalex.org/W2798444003","https://openalex.org/W2936867047","https://openalex.org/W2945496621","https://openalex.org/W2955338161","https://openalex.org/W2960851279","https://openalex.org/W2962691117","https://openalex.org/W2963278051","https://openalex.org/W2963327793","https://openalex.org/W2963340840","https://openalex.org/W2963408914","https://openalex.org/W2963440157","https://openalex.org/W3046105742","https://openalex.org/W3101873462","https://openalex.org/W3102696584"],"related_works":["https://openalex.org/W3094546714","https://openalex.org/W3213933963","https://openalex.org/W2917157993","https://openalex.org/W2603233345","https://openalex.org/W3010140637","https://openalex.org/W3188287529","https://openalex.org/W3034583163","https://openalex.org/W3189238965","https://openalex.org/W2921684798","https://openalex.org/W2964140813","https://openalex.org/W3107627182","https://openalex.org/W3021299077","https://openalex.org/W3036424625","https://openalex.org/W1966796266","https://openalex.org/W2112487253","https://openalex.org/W2761435976","https://openalex.org/W3010350083","https://openalex.org/W3134766682","https://openalex.org/W2949164842","https://openalex.org/W2913871289"],"abstract_inverted_index":{"Fifth":[0],"Generation":[1],"(5G)":[2],"cellular":[3,9,69],"networks":[4],"are":[5],"expected":[6],"to":[7,31,64,72,85,88,92,127,148],"provide":[8],"connectivity":[10],"for":[11,48,68],"vehicular":[12],"users,":[13,51],"including":[14],"Unmanned":[15],"Aerial":[16],"Vehicles":[17],"(UAVs).":[18],"When":[19],"flying":[20],"in":[21],"the":[22,40,49,54,74,77,81,97,117,129,139,144,149,154,163,166,179,184],"air,":[23],"these":[24],"users":[25],"experience":[26],"strong,":[27],"unobstructed":[28],"channel":[29],"conditions":[30,47],"a":[32,59,104,111,123],"large":[33,60],"number":[34,61],"of":[35,62,76,157,165],"Base":[36],"Stations":[37],"(BSs)":[38],"on":[39,96,138],"ground.":[41],"This":[42,101],"creates":[43],"very":[44],"strong":[45],"interference":[46],"UAV":[50,82,112],"while":[52],"at":[53],"same":[55],"time":[56],"offering":[57],"them":[58],"BSs":[63,91],"potentially":[65],"associate":[66,115],"with":[67,116],"service.":[70],"Therefore,":[71],"maximise":[73],"performance":[75,164],"UAV-BS":[78],"wireless":[79],"link,":[80],"user":[83],"needs":[84],"be":[86],"able":[87],"choose":[89],"which":[90,110],"connect":[93],"to,":[94],"based":[95,137],"observed":[98],"environmental":[99],"conditions.":[100],"paper":[102],"proposes":[103],"supervised":[105],"learning-based":[106],"association":[107,168,174],"scheme,":[108],"using":[109],"can":[113],"intelligently":[114],"most":[118,130],"appropriate":[119],"BS.":[120],"We":[121,160],"train":[122],"Neural":[124],"Network":[125],"(NN)":[126],"identify":[128],"suitable":[131],"BS":[132],"from":[133,143],"several":[134],"candidate":[135],"BSs,":[136,145,150],"received":[140],"signal":[141],"powers":[142],"known":[146,155],"distances":[147],"as":[151,153],"well":[152],"locations":[156],"potential":[158],"interferers.":[159],"then":[161],"compare":[162],"NN-based":[167],"scheme":[169,181],"against":[170],"strongest-signal":[171],"and":[172,176],"closest-neighbour":[173],"schemes,":[175],"demonstrate":[177],"that":[178],"NN":[180],"significantly":[182],"outperforms":[183],"simple":[185],"heuristic":[186],"schemes.":[187]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
