{"id":"https://openalex.org/W4409683202","doi":"https://doi.org/10.1109/twc.2025.3561066","title":"Cellular Network Design for UAV Corridors via Data-Driven High-Dimensional Bayesian Optimization","display_name":"Cellular Network Design for UAV Corridors via Data-Driven High-Dimensional Bayesian Optimization","publication_year":2025,"publication_date":"2025-04-22","ids":{"openalex":"https://openalex.org/W4409683202","doi":"https://doi.org/10.1109/twc.2025.3561066"},"language":"en","primary_location":{"id":"doi:10.1109/twc.2025.3561066","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2025.3561066","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Wireless Communications","raw_type":"journal-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/A5010659232","display_name":"Mohamed Benzaghta","orcid":"https://orcid.org/0000-0002-9927-1649"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Universitat Pompeu Fabra","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Mohamed Benzaghta","raw_affiliation_strings":["Department of Engineering, Universitat Pompeu Fabra (UPF), Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Engineering, Universitat Pompeu Fabra (UPF), Barcelona, Spain","institution_ids":["https://openalex.org/I170486558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055972962","display_name":"Giovanni Geraci","orcid":"https://orcid.org/0000-0002-9998-1747"},"institutions":[{"id":"https://openalex.org/I4210134591","display_name":"Telefonica Research and Development","ror":"https://ror.org/03qgzzb04","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210097190","https://openalex.org/I4210134591"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Giovanni Geraci","raw_affiliation_strings":["Telefónica Research, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Telefónica Research, Madrid, Spain","institution_ids":["https://openalex.org/I4210134591"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087389763","display_name":"David L\u00f3pez-P\u00e9rez","orcid":"https://orcid.org/0000-0003-1605-7418"},"institutions":[{"id":"https://openalex.org/I6585545","display_name":"European Telecommunications Standards Institute","ror":"https://ror.org/00pwny267","country_code":"FR","type":"nonprofit","lineage":["https://openalex.org/I6585545"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES","FR"],"is_corresponding":false,"raw_author_name":"David L\u00f3pez-P\u00e9rez","raw_affiliation_strings":["Institute for Telecommunications and Multimedia Applications (iTEAM), Universitat Politècnica de València, Valencia, Spain","Universitat Politècnica de València, Spain"],"affiliations":[{"raw_affiliation_string":"Institute for Telecommunications and Multimedia Applications (iTEAM), Universitat Politècnica de València, Valencia, Spain","institution_ids":["https://openalex.org/I6585545"]},{"raw_affiliation_string":"Universitat Politècnica de València, Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040695859","display_name":"\u00c1lvaro Valcarce","orcid":"https://orcid.org/0000-0003-0400-3228"},"institutions":[{"id":"https://openalex.org/I4210149358","display_name":"Nokia (France)","ror":"https://ror.org/04kwfkk85","country_code":"FR","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I4210149358"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alvaro Valcarce","raw_affiliation_strings":["Nokia Bell Labs, Massy, France"],"affiliations":[{"raw_affiliation_string":"Nokia Bell Labs, Massy, France","institution_ids":["https://openalex.org/I4210149358"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5010659232"],"corresponding_institution_ids":["https://openalex.org/I170486558"],"apc_list":null,"apc_paid":null,"fwci":20.3563,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.98807089,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"24","issue":"9","first_page":"7530","last_page":"7545"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":1.0,"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":1.0,"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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9955999851226807,"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/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9894999861717224,"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":0.7280041575431824},{"id":"https://openalex.org/keywords/bayesian-optimization","display_name":"Bayesian optimization","score":0.5438393354415894},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.45510968565940857},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.37617993354797363},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2920983135700226}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7280041575431824},{"id":"https://openalex.org/C2778049539","wikidata":"https://www.wikidata.org/wiki/Q17002908","display_name":"Bayesian optimization","level":2,"score":0.5438393354415894},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.45510968565940857},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.37617993354797363},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2920983135700226}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/twc.2025.3561066","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2025.3561066","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Wireless Communications","raw_type":"journal-article"},{"id":"pmh:oai:riunet.upv.es:10251/227244","is_oa":false,"landing_page_url":"https://riunet.upv.es/handle/10251/227244","pdf_url":null,"source":{"id":"https://openalex.org/S4306400639","display_name":"RiuNet (Universitat Polit\u00e8cnica de Val\u00e8ncia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60053951","host_organization_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","host_organization_lineage":["https://openalex.org/I60053951"],"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":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1462794403","display_name":null,"funder_award_id":"CEX2021-0011","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3429648993","display_name":null,"funder_award_id":"PID202","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G4994736365","display_name":null,"funder_award_id":"iTENTE","funder_id":"https://openalex.org/F4320321864","funder_display_name":"Generalitat Valenciana"},{"id":"https://openalex.org/G5033969148","display_name":null,"funder_award_id":"101167288","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5404998627","display_name":null,"funder_award_id":"Chair","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5715237497","display_name":null,"funder_award_id":"CIDEXG/2022/17","funder_id":"https://openalex.org/F4320321864","funder_display_name":"Generalitat Valenciana"},{"id":"https://openalex.org/G7489962643","display_name":null,"funder_award_id":"PID2021-123999OB-I00","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G8051717526","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8096567215","display_name":null,"funder_award_id":"CNS2023-144333","funder_id":"https://openalex.org/F4320321864","funder_display_name":"Generalitat Valenciana"},{"id":"https://openalex.org/G8448307087","display_name":null,"funder_award_id":"CNS2023-145384","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G992696456","display_name":null,"funder_award_id":"CEX2021-001195-M","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321864","display_name":"Generalitat Valenciana","ror":"https://ror.org/0097mvx21"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W1972209418","https://openalex.org/W2010630450","https://openalex.org/W2136918060","https://openalex.org/W2192203593","https://openalex.org/W2789779539","https://openalex.org/W2863849698","https://openalex.org/W2887784286","https://openalex.org/W2889655092","https://openalex.org/W2898416733","https://openalex.org/W2963899602","https://openalex.org/W2964010262","https://openalex.org/W2964134356","https://openalex.org/W2971024598","https://openalex.org/W2981125566","https://openalex.org/W3004946548","https://openalex.org/W3083272995","https://openalex.org/W3093571944","https://openalex.org/W3112014495","https://openalex.org/W3112469981","https://openalex.org/W3133755701","https://openalex.org/W3161564167","https://openalex.org/W3162720533","https://openalex.org/W3167450743","https://openalex.org/W3170208252","https://openalex.org/W3189137628","https://openalex.org/W3201634281","https://openalex.org/W3205210257","https://openalex.org/W3206299696","https://openalex.org/W4206337605","https://openalex.org/W4210774061","https://openalex.org/W4230709573","https://openalex.org/W4252999360","https://openalex.org/W4286967385","https://openalex.org/W4289761856","https://openalex.org/W4312764427","https://openalex.org/W4312806673","https://openalex.org/W4315629671","https://openalex.org/W4315629794","https://openalex.org/W4317437840","https://openalex.org/W4318586126","https://openalex.org/W4321488264","https://openalex.org/W4363648788","https://openalex.org/W4376480659","https://openalex.org/W4381163449","https://openalex.org/W4385269739","https://openalex.org/W4385774771","https://openalex.org/W4386824759","https://openalex.org/W4387490198","https://openalex.org/W4387872852","https://openalex.org/W4387883797","https://openalex.org/W4391019923","https://openalex.org/W4391621125","https://openalex.org/W4392153300","https://openalex.org/W4393028566","https://openalex.org/W4400488669","https://openalex.org/W4404451373","https://openalex.org/W4410227260"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3106461837","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W4401858220"],"abstract_inverted_index":{"We":[0,19,39,98,136],"address":[1],"the":[2,31,67,90,130,145,150,191],"challenge":[3],"of":[4,43,72,101],"designing":[5],"cellular":[6,175],"networks":[7],"for":[8,93,152,160],"uncrewed":[9],"aerial":[10],"vehicles":[11],"(UAVs)":[12],"corridors":[13,196],"through":[14,168],"a":[15,81,94,169,173],"novel":[16],"data-driven":[17],"approach.":[18],"assess":[20],"multiple":[21],"state-of-the-art":[22],"high-dimensional":[23],"Bayesian":[24],"optimization":[25],"(HD-BO)":[26],"techniques":[27],"to":[28,60,88,140,156],"jointly":[29],"optimize":[30],"cell":[32],"antenna":[33,183],"tilts":[34],"and":[35,109,181],"half-power":[36],"beamwidth":[37],"(HPBW).":[38],"find":[40],"that":[41,117,138,185],"some":[42],"these":[44],"approaches":[45],"achieve":[46],"over":[47],"20":[48],"dB":[49],"gains":[50],"in":[51,70,172,187],"median":[52],"SINR":[53],"along":[54,193],"UAV":[55,133,142,161,195],"corridors,":[56],"with":[57,197],"negligible":[58,198],"degradation":[59],"ground":[61,131,153,199],"user":[62],"performance.":[63],"Furthermore,":[64],"we":[65,115,164],"explore":[66],"HD-BO\u2019s":[68],"capabilities":[69],"terms":[71],"model":[73],"generalization":[74],"via":[75],"transfer":[76,105],"learning,":[77],"where":[78,103,111,177],"data":[79,127],"from":[80],"previously":[82],"observed":[83],"scenario":[84,96],"source":[85],"is":[86,107],"leveraged":[87],"predict":[89],"optimal":[91,123,180],"solution":[92],"new":[95],"target.":[97],"provide":[99,141],"examples":[100],"scenarios":[102],"such":[104],"learning":[106],"successful":[108],"others":[110],"it":[112],"fails.":[113],"Moreover,":[114],"demonstrate":[116],"HD-BO":[118,178],"enables":[119],"multi-objective":[120],"optimization,":[121],"identifying":[122],"design":[124],"trade-offs":[125],"between":[126],"rates":[128,151,192],"on":[129],"versus":[132],"coverage":[134,143],"reliability.":[135],"observe":[137],"aiming":[139],"across":[144],"entire":[146],"sky":[147],"can":[148],"lower":[149],"users":[154],"compared":[155],"setups":[157],"specifically":[158],"optimized":[159],"corridors.":[162],"Finally,":[163],"validate":[165],"our":[166],"approach":[167],"case":[170],"study":[171],"real-world":[174],"network,":[176],"identifies":[179],"non-obvious":[182],"configurations":[184],"result":[186],"more":[188],"than":[189],"double":[190],"3D":[194],"performance":[200],"loss.":[201]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}