{"id":"https://openalex.org/W3184245837","doi":"https://doi.org/10.1109/access.2021.3097633","title":"Analysis and Optimization of 5G Coverage Predictions Using a Beamforming Antenna Model and Real Drive Test Measurements","display_name":"Analysis and Optimization of 5G Coverage Predictions Using a Beamforming Antenna Model and Real Drive Test Measurements","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3184245837","doi":"https://doi.org/10.1109/access.2021.3097633","mag":"3184245837"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3097633","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3097633","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09486925.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09486925.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051755335","display_name":"Marco Sousa","orcid":"https://orcid.org/0000-0002-2471-170X"},"institutions":[{"id":"https://openalex.org/I203847022","display_name":"Instituto Polit\u00e9cnico de Lisboa","ror":"https://ror.org/04ea70f07","country_code":"PT","type":"education","lineage":["https://openalex.org/I203847022"]},{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]},{"id":"https://openalex.org/I4210124682","display_name":"Celfinet (Portugal)","ror":"https://ror.org/02z1x9d19","country_code":"PT","type":"company","lineage":["https://openalex.org/I4210124682"]},{"id":"https://openalex.org/I4387152517","display_name":"Instituto Superior T\u00e9cnico","ror":"https://ror.org/03db2by73","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103","https://openalex.org/I4387152517"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Marco Sousa","raw_affiliation_strings":["Celfinet\u2014Outstanding Networks, Lisbon, Portugal","Departamento de Engenharia Electrot\u00e9cnica e de Computadores, Instituto Superior T\u00e9cnico, Lisboa, Portugal","Instituto de Telecomunica\u00e7\u00f5es, Lisboa, Portugal"],"affiliations":[{"raw_affiliation_string":"Celfinet\u2014Outstanding Networks, Lisbon, Portugal","institution_ids":["https://openalex.org/I4210124682"]},{"raw_affiliation_string":"Departamento de Engenharia Electrot\u00e9cnica e de Computadores, Instituto Superior T\u00e9cnico, Lisboa, Portugal","institution_ids":["https://openalex.org/I203847022","https://openalex.org/I4387152517"]},{"raw_affiliation_string":"Instituto de Telecomunica\u00e7\u00f5es, Lisboa, Portugal","institution_ids":["https://openalex.org/I4210120471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100873991","display_name":"Andr\u00e9 Alves","orcid":null},"institutions":[{"id":"https://openalex.org/I203847022","display_name":"Instituto Polit\u00e9cnico de Lisboa","ror":"https://ror.org/04ea70f07","country_code":"PT","type":"education","lineage":["https://openalex.org/I203847022"]},{"id":"https://openalex.org/I4387152517","display_name":"Instituto Superior T\u00e9cnico","ror":"https://ror.org/03db2by73","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103","https://openalex.org/I4387152517"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Andre Alves","raw_affiliation_strings":["Departamento de Engenharia Electrot\u00e9cnica e de Computadores, Instituto Superior T\u00e9cnico, Lisboa, Portugal"],"affiliations":[{"raw_affiliation_string":"Departamento de Engenharia Electrot\u00e9cnica e de Computadores, Instituto Superior T\u00e9cnico, Lisboa, Portugal","institution_ids":["https://openalex.org/I203847022","https://openalex.org/I4387152517"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081258184","display_name":"Pedro Vieira","orcid":"https://orcid.org/0000-0003-0279-8741"},"institutions":[{"id":"https://openalex.org/I203847022","display_name":"Instituto Polit\u00e9cnico de Lisboa","ror":"https://ror.org/04ea70f07","country_code":"PT","type":"education","lineage":["https://openalex.org/I203847022"]},{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Pedro Vieira","raw_affiliation_strings":["Departamento de Engenharia Electr\u00f3nica e Telecomunica\u00e7\u00f5es e de Computadores, Instituto Superior de Engenharia de Lisboa, Lisboa, Portugal","Instituto de Telecomunica\u00e7\u00f5es, Lisboa, Portugal"],"affiliations":[{"raw_affiliation_string":"Departamento de Engenharia Electr\u00f3nica e Telecomunica\u00e7\u00f5es e de Computadores, Instituto Superior de Engenharia de Lisboa, Lisboa, Portugal","institution_ids":["https://openalex.org/I203847022"]},{"raw_affiliation_string":"Instituto de Telecomunica\u00e7\u00f5es, Lisboa, Portugal","institution_ids":["https://openalex.org/I4210120471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067309569","display_name":"Maria Paula Queluz","orcid":"https://orcid.org/0000-0003-0266-4022"},"institutions":[{"id":"https://openalex.org/I203847022","display_name":"Instituto Polit\u00e9cnico de Lisboa","ror":"https://ror.org/04ea70f07","country_code":"PT","type":"education","lineage":["https://openalex.org/I203847022"]},{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]},{"id":"https://openalex.org/I4387152517","display_name":"Instituto Superior T\u00e9cnico","ror":"https://ror.org/03db2by73","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103","https://openalex.org/I4387152517"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Maria Paula Queluz","raw_affiliation_strings":["Departamento de Engenharia Electrot\u00e9cnica e de Computadores, Instituto Superior T\u00e9cnico, Lisboa, Portugal","Instituto de Telecomunica\u00e7\u00f5es, Lisboa, Portugal"],"affiliations":[{"raw_affiliation_string":"Departamento de Engenharia Electrot\u00e9cnica e de Computadores, Instituto Superior T\u00e9cnico, Lisboa, Portugal","institution_ids":["https://openalex.org/I203847022","https://openalex.org/I4387152517"]},{"raw_affiliation_string":"Instituto de Telecomunica\u00e7\u00f5es, Lisboa, Portugal","institution_ids":["https://openalex.org/I4210120471"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079526906","display_name":"Ant\u00f3nio Rodrigues","orcid":"https://orcid.org/0000-0003-2115-7245"},"institutions":[{"id":"https://openalex.org/I203847022","display_name":"Instituto Polit\u00e9cnico de Lisboa","ror":"https://ror.org/04ea70f07","country_code":"PT","type":"education","lineage":["https://openalex.org/I203847022"]},{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]},{"id":"https://openalex.org/I4387152517","display_name":"Instituto Superior T\u00e9cnico","ror":"https://ror.org/03db2by73","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103","https://openalex.org/I4387152517"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Antonio Rodrigues","raw_affiliation_strings":["Departamento de Engenharia Electrot\u00e9cnica e de Computadores, Instituto Superior T\u00e9cnico, Lisboa, Portugal","Instituto de Telecomunica\u00e7\u00f5es, Lisboa, Portugal"],"affiliations":[{"raw_affiliation_string":"Departamento de Engenharia Electrot\u00e9cnica e de Computadores, Instituto Superior T\u00e9cnico, Lisboa, Portugal","institution_ids":["https://openalex.org/I203847022","https://openalex.org/I4387152517"]},{"raw_affiliation_string":"Instituto de Telecomunica\u00e7\u00f5es, Lisboa, Portugal","institution_ids":["https://openalex.org/I4210120471"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5051755335"],"corresponding_institution_ids":["https://openalex.org/I203847022","https://openalex.org/I4210120471","https://openalex.org/I4210124682","https://openalex.org/I4387152517"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.7575,"has_fulltext":true,"cited_by_count":52,"citation_normalized_percentile":{"value":0.9387101,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"9","issue":null,"first_page":"101787","last_page":"101808"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":1.0,"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":1.0,"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":0.9972000122070312,"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/T12146","display_name":"Power Line Communications and Noise","score":0.9969000220298767,"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/beamforming","display_name":"Beamforming","score":0.8426321148872375},{"id":"https://openalex.org/keywords/path-loss","display_name":"Path loss","score":0.8247794508934021},{"id":"https://openalex.org/keywords/non-line-of-sight-propagation","display_name":"Non-line-of-sight propagation","score":0.8227732181549072},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6861263513565063},{"id":"https://openalex.org/keywords/antenna","display_name":"Antenna (radio)","score":0.5751045346260071},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.3657951354980469},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3310958743095398},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3225111961364746}],"concepts":[{"id":"https://openalex.org/C54197355","wikidata":"https://www.wikidata.org/wiki/Q5782992","display_name":"Beamforming","level":2,"score":0.8426321148872375},{"id":"https://openalex.org/C194273485","wikidata":"https://www.wikidata.org/wiki/Q1478845","display_name":"Path loss","level":3,"score":0.8247794508934021},{"id":"https://openalex.org/C154910267","wikidata":"https://www.wikidata.org/wiki/Q1740982","display_name":"Non-line-of-sight propagation","level":3,"score":0.8227732181549072},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6861263513565063},{"id":"https://openalex.org/C21822782","wikidata":"https://www.wikidata.org/wiki/Q131214","display_name":"Antenna (radio)","level":2,"score":0.5751045346260071},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.3657951354980469},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3310958743095398},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3225111961364746}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2021.3097633","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3097633","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09486925.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:repositorio.ipl.pt:10400.21/13663","is_oa":true,"landing_page_url":"http://hdl.handle.net/10400.21/13663","pdf_url":"http://hdl.handle.net/10400.21/13663","source":{"id":"https://openalex.org/S4306400762","display_name":"Reposit\u00f3rio Cient\u00edfico do Instituto Polit\u00e9cnico de Lisboa (Instituto Polit\u00e9cnico de Lisboa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I203847022","host_organization_name":"Instituto Polit\u00e9cnico de Lisboa","host_organization_lineage":["https://openalex.org/I203847022"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"},{"id":"pmh:oai:doaj.org/article:a3fb07ee19df4b44a7770b2886636ead","is_oa":true,"landing_page_url":"https://doaj.org/article/a3fb07ee19df4b44a7770b2886636ead","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 101787-101808 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3097633","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3097633","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09486925.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals","score":0.5199999809265137}],"awards":[{"id":"https://openalex.org/G1167214205","display_name":null,"funder_award_id":"COMPETE","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G8922915789","display_name":null,"funder_award_id":"(FEDER)","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"}],"funders":[{"id":"https://openalex.org/F4320328988","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320338388","display_name":"Eurostars","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3184245837.pdf","grobid_xml":"https://content.openalex.org/works/W3184245837.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W593251972","https://openalex.org/W905396345","https://openalex.org/W1584244501","https://openalex.org/W1964357740","https://openalex.org/W1995875735","https://openalex.org/W2062560768","https://openalex.org/W2094655360","https://openalex.org/W2096032932","https://openalex.org/W2101234009","https://openalex.org/W2105195872","https://openalex.org/W2119266139","https://openalex.org/W2125324284","https://openalex.org/W2152810080","https://openalex.org/W2156909104","https://openalex.org/W2249053460","https://openalex.org/W2299676078","https://openalex.org/W2402101057","https://openalex.org/W2588137119","https://openalex.org/W2615358882","https://openalex.org/W2739778833","https://openalex.org/W2768474537","https://openalex.org/W2771579582","https://openalex.org/W2781054684","https://openalex.org/W2788671996","https://openalex.org/W2805657678","https://openalex.org/W2900841156","https://openalex.org/W2902157096","https://openalex.org/W2911964244","https://openalex.org/W2953810327","https://openalex.org/W2962850356","https://openalex.org/W2962954457","https://openalex.org/W2963600058","https://openalex.org/W2963739958","https://openalex.org/W2971926950","https://openalex.org/W2980016373","https://openalex.org/W2993383518","https://openalex.org/W2997833137","https://openalex.org/W3000408141","https://openalex.org/W3014787243","https://openalex.org/W3098342240","https://openalex.org/W3103926693","https://openalex.org/W3118793142","https://openalex.org/W6675354045","https://openalex.org/W6688612899","https://openalex.org/W6787470990"],"related_works":["https://openalex.org/W4306950403","https://openalex.org/W22721396","https://openalex.org/W2253573804","https://openalex.org/W4300167711","https://openalex.org/W2806700348","https://openalex.org/W2963347964","https://openalex.org/W1994455657","https://openalex.org/W2168752585","https://openalex.org/W2982213597","https://openalex.org/W2988991102"],"abstract_inverted_index":{"The":[0,35,187,260],"ability":[1],"to":[2,100,124,223,238,248,255,278,290],"estimate":[3],"radio":[4,39],"coverage":[5,103,177,182,243],"accurately":[6],"is":[7,29,59,143,154,161],"fundamental":[8],"for":[9,91,111,201,207,218,281,293],"planning":[10,40],"and":[11,52,70,84,108,113,178,204,220,226,244,250,283],"optimizing":[12],"any":[13],"wireless":[14],"network,":[15],"notably":[16],"when":[17,156,253],"a":[18,65,179,193],"new":[19,66,139],"generation,":[20],"as":[21,55],"the":[22,48,56,126,138,146,157,164,216,231,241,256,273,285,296,302],"5":[23],"<sup":[24,77],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[25,78],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">th</sup>":[26],"Generation":[27,80,93],"(5G),":[28],"in":[30,104,132,167,268],"an":[31],"early":[32],"deployment":[33],"phase.":[34],"knowledge":[36],"acquired":[37],"from":[38],"of":[41,148,198,240,262,275,287],"previous":[42],"generations":[43],"must":[44],"be":[45],"revisited,":[46],"particularly":[47],"used":[49,123],"path":[50,72,128,189,234,269],"loss":[51,73,129,190,235,270],"antennas":[53],"models,":[54],"5G":[57,102,118,242],"propagation":[58],"intrinsically":[60],"distinct.":[61],"This":[62],"paper":[63],"analyses":[64],"beamforming":[67,149],"antenna":[68,140,184],"model":[69,130,191,236,258],"distinct":[71],"models":[74],"-":[75,97],"3":[76],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">rd</sup>":[79],"Partnership":[81],"Project":[82],"(3GPP)":[83],"Millimetre-Wave":[85],"Based":[86],"Mobile":[87],"Radio":[88],"Access":[89],"Network":[90],"Fifth":[92],"Integrated":[94],"Communications":[95],"(mmMAGIC)":[96],"applying":[98],"them":[99],"evaluate":[101,125],"3-Dimensional":[105],"(3D)":[106],"synthetic":[107],"real":[109,117,212],"scenarios,":[110],"outdoor":[112,181],"indoor":[114,176],"environments.":[115],"Further,":[116],"Drive":[119],"Tests":[120],"(DTs)":[121],"were":[122],"3GPP":[127,188,233],"accuracy":[131],"Urban":[133],"Macro":[134],"(UMa)":[135],"scenarios.":[136],"For":[137],"model,":[141],"it":[142],"shown":[144],"that":[145],"use":[147,261],"with":[150,211,295],"multiple":[151],"vertical":[152,172],"beams":[153],"advantageous":[155],"Base":[158],"Station":[159],"(BS)":[160],"placed":[162],"below":[163],"surrounding":[165],"buildings;":[166],"regular":[168],"UMa":[169],"surroundings,":[170],"one":[171],"beam":[173],"provides":[174],"adequate":[175],"maximized":[180],"after":[183],"tilt":[185],"optimization.":[186],"exhibited":[192],"Mean":[194],"Absolute":[195],"Error":[196],"(MAE)":[197],"21.05":[199],"dB":[200,206,225,277,289],"Line-of-Sight":[202],"(LoS)":[203],"14.48":[205],"Non-Line-of-Sight":[208],"(NLoS),":[209],"compared":[210,254],"measurements.":[213],"After":[214],"calibration,":[215],"MAE":[217],"LoS":[219],"NLoS":[221],"decreased":[222],"5.45":[224],"7.51":[227],"dB,":[228,280,292],"respectively.":[229],"Moreover,":[230],"non-calibrated":[232],"led":[237],"overestimations":[239],"user":[245],"throughput":[246],"up":[247],"25%":[249],"163%,":[251],"respectively,":[252],"calibrated":[257],"predictions.":[259],"Machine":[263],"Learning":[264],"(ML)":[265],"algorithms":[266],"resulted":[267],"MAEs":[271],"within":[272,284],"range":[274,286],"4.58":[276],"5.38":[279],"LoS,":[282],"3.70":[288],"5.96":[291],"NLoS,":[294],"Random":[297],"Forest":[298],"(RF)":[299],"algorithm":[300],"attaining":[301],"lowest":[303],"error.":[304]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}