{"id":"https://openalex.org/W4401508412","doi":"https://doi.org/10.1109/meditcom61057.2024.10621143","title":"Empirical Evaluation of SINR and Throughput in 5G/4G Networks: A Drone-Assisted Measurement Approach","display_name":"Empirical Evaluation of SINR and Throughput in 5G/4G Networks: A Drone-Assisted Measurement Approach","publication_year":2024,"publication_date":"2024-07-08","ids":{"openalex":"https://openalex.org/W4401508412","doi":"https://doi.org/10.1109/meditcom61057.2024.10621143"},"language":"en","primary_location":{"id":"doi:10.1109/meditcom61057.2024.10621143","is_oa":false,"landing_page_url":"https://doi.org/10.1109/meditcom61057.2024.10621143","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Mediterranean Conference on Communications and Networking (MeditCom)","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/A5056092331","display_name":"Georgia Athanasiadou","orcid":"https://orcid.org/0000-0001-8042-3051"},"institutions":[{"id":"https://openalex.org/I158716096","display_name":"University of Peloponnese","ror":"https://ror.org/04d4d3c02","country_code":"GR","type":"education","lineage":["https://openalex.org/I158716096"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Georgia Athanasiadou","raw_affiliation_strings":["University of Peloponnese,Wireless and Mobile Communications Lab,Department of Informatics and Telecommunications,Tripolis,Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Peloponnese,Wireless and Mobile Communications Lab,Department of Informatics and Telecommunications,Tripolis,Greece","institution_ids":["https://openalex.org/I158716096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046331914","display_name":"G.V. Tsoulos","orcid":"https://orcid.org/0000-0002-9605-4489"},"institutions":[{"id":"https://openalex.org/I158716096","display_name":"University of Peloponnese","ror":"https://ror.org/04d4d3c02","country_code":"GR","type":"education","lineage":["https://openalex.org/I158716096"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"George Tsoulos","raw_affiliation_strings":["University of Peloponnese,Wireless and Mobile Communications Lab,Department of Informatics and Telecommunications,Tripolis,Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Peloponnese,Wireless and Mobile Communications Lab,Department of Informatics and Telecommunications,Tripolis,Greece","institution_ids":["https://openalex.org/I158716096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078092855","display_name":"Dimitra Zarbouti","orcid":"https://orcid.org/0000-0003-0192-0821"},"institutions":[{"id":"https://openalex.org/I158716096","display_name":"University of Peloponnese","ror":"https://ror.org/04d4d3c02","country_code":"GR","type":"education","lineage":["https://openalex.org/I158716096"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitra Zarbouti","raw_affiliation_strings":["University of Peloponnese,Wireless and Mobile Communications Lab,Department of Informatics and Telecommunications,Tripolis,Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Peloponnese,Wireless and Mobile Communications Lab,Department of Informatics and Telecommunications,Tripolis,Greece","institution_ids":["https://openalex.org/I158716096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106490019","display_name":"Sotiris Tsakalidis","orcid":null},"institutions":[{"id":"https://openalex.org/I158716096","display_name":"University of Peloponnese","ror":"https://ror.org/04d4d3c02","country_code":"GR","type":"education","lineage":["https://openalex.org/I158716096"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Sotiris Tsakalidis","raw_affiliation_strings":["University of Peloponnese,Wireless and Mobile Communications Lab,Department of Informatics and Telecommunications,Tripolis,Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Peloponnese,Wireless and Mobile Communications Lab,Department of Informatics and Telecommunications,Tripolis,Greece","institution_ids":["https://openalex.org/I158716096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095705703","display_name":"Vassilis Tsoulos","orcid":null},"institutions":[{"id":"https://openalex.org/I158716096","display_name":"University of Peloponnese","ror":"https://ror.org/04d4d3c02","country_code":"GR","type":"education","lineage":["https://openalex.org/I158716096"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Vassilis Tsoulos","raw_affiliation_strings":["University of Peloponnese,Wireless and Mobile Communications Lab,Department of Informatics and Telecommunications,Tripolis,Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Peloponnese,Wireless and Mobile Communications Lab,Department of Informatics and Telecommunications,Tripolis,Greece","institution_ids":["https://openalex.org/I158716096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086543680","display_name":"Nikos Christopoulos","orcid":null},"institutions":[{"id":"https://openalex.org/I158716096","display_name":"University of Peloponnese","ror":"https://ror.org/04d4d3c02","country_code":"GR","type":"education","lineage":["https://openalex.org/I158716096"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nikos Christopoulos","raw_affiliation_strings":["University of Peloponnese,Wireless and Mobile Communications Lab,Department of Informatics and Telecommunications,Tripolis,Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Peloponnese,Wireless and Mobile Communications Lab,Department of Informatics and Telecommunications,Tripolis,Greece","institution_ids":["https://openalex.org/I158716096"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I158716096"],"apc_list":null,"apc_paid":null,"fwci":2.4773,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.91427764,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"377","last_page":"382"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.989300012588501,"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":0.989300012588501,"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9617999792098999,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13918","display_name":"Advanced Data and IoT Technologies","score":0.9319000244140625,"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/drone","display_name":"Drone","score":0.8451733589172363},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.7269843220710754},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6894881725311279},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3381533622741699},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1714225709438324},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.12380760908126831}],"concepts":[{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.8451733589172363},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.7269843220710754},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6894881725311279},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3381533622741699},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1714225709438324},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.12380760908126831},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/meditcom61057.2024.10621143","is_oa":false,"landing_page_url":"https://doi.org/10.1109/meditcom61057.2024.10621143","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Mediterranean Conference on Communications and Networking (MeditCom)","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":8,"referenced_works":["https://openalex.org/W2137295153","https://openalex.org/W2911705508","https://openalex.org/W2988200595","https://openalex.org/W3082390981","https://openalex.org/W3108864913","https://openalex.org/W4200618407","https://openalex.org/W4297337451","https://openalex.org/W4366308807"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4229448053","https://openalex.org/W4247925126","https://openalex.org/W4327774218","https://openalex.org/W2059768187","https://openalex.org/W4312858960","https://openalex.org/W4386036939","https://openalex.org/W4379143281","https://openalex.org/W2605096541"],"abstract_inverted_index":{"The":[0,83],"rapid":[1],"deployment":[2],"of":[3,12,25,30,58,74],"5G":[4,59,103,117],"networks":[5],"has":[6],"ushered":[7],"in":[8,18,44,134],"a":[9,75],"new":[10],"era":[11],"mobile":[13],"communications,":[14],"promising":[15],"unprecedented":[16],"improvements":[17],"network":[19,47,61,144],"capacity,":[20],"data":[21,77],"rates,":[22],"and":[23,49,66,137,146],"quality":[24],"service.":[26],"However,":[27,112],"the":[28,72,98],"integration":[29],"5G,":[31],"particularly":[32],"Non-Standalone":[33],"(NSA)":[34],"architectures":[35],"that":[36,116],"leverage":[37],"existing":[38],"4G":[39],"infrastructure,":[40],"presents":[41],"unique":[42],"challenges":[43,119],"ensuring":[45],"optimal":[46],"performance":[48],"service":[50],"quality.":[51],"This":[52],"study":[53],"provides":[54],"an":[55],"empirical":[56],"evaluation":[57],"NSA":[60],"performance,":[62],"focusing":[63],"on":[64],"SINR":[65,93,106],"throughput":[67,133],"as":[68],"critical":[69],"metrics":[70],"with":[71,120],"help":[73],"drone-assisted":[76],"collection":[78],"approach":[79],"across":[80],"different":[81],"operators.":[82],"statistical":[84],"analysis":[85],"uncovers":[86],"that,":[87],"despite":[88],"4G\u2019s":[89],"wide":[90],"coverage,":[91],"its":[92],"often":[94],"ranks":[95],"lower,":[96],"signaling":[97],"need":[99],"for":[100,142],"improvements.":[101],"Meanwhile,":[102],"shows":[104],"enhanced":[105],"quality,":[107],"suggesting":[108],"superior":[109],"signal":[110],"reliability.":[111],"it":[113],"is":[114],"noted":[115],"faces":[118],"limited":[121],"system":[122],"availability":[123],"and,":[124],"contrary":[125],"to":[126],"expectations,":[127],"does":[128],"not":[129],"always":[130],"deliver":[131],"better":[132],"both":[135],"upload":[136],"download":[138],"directions,":[139],"indicating":[140],"areas":[141],"future":[143],"optimization":[145],"development.":[147]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
