{"id":"https://openalex.org/W4387204948","doi":"https://doi.org/10.1109/tla.2023.10268279","title":"Statistics, Coverage, and Improvement of Modelling via ANN of Radio Mobile Signal in Vegetated Channel in the 700-4000 MHz Band","display_name":"Statistics, Coverage, and Improvement of Modelling via ANN of Radio Mobile Signal in Vegetated Channel in the 700-4000 MHz Band","publication_year":2023,"publication_date":"2023-09-29","ids":{"openalex":"https://openalex.org/W4387204948","doi":"https://doi.org/10.1109/tla.2023.10268279"},"language":"en","primary_location":{"id":"doi:10.1109/tla.2023.10268279","doi":"https://doi.org/10.1109/tla.2023.10268279","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tla.2023.10268279","pdf_url":null,"source":{"id":"https://openalex.org/S86124554","display_name":"IEEE Latin America Transactions","issn_l":"1548-0992","issn":["1548-0992"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-20","russia-white-list-3"],"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 Latin America Transactions","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5069299032","display_name":"P\u00e2mela Vitorio Pessoa Vieira","orcid":"https://orcid.org/0000-0001-7451-4424","observed_orcids":["https://orcid.org/0000-0001-7451-4424"]},"institutions":[{"id":"https://openalex.org/I3018965473","display_name":"Instituto Federal Fluminense","ror":"https://ror.org/0009eqg37","country_code":"BR","type":"education","lineage":["https://openalex.org/I3018965473"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Pedro Armando VIEIRA","raw_affiliation_strings":["Instituto Federal Fluminense - IFF, Niteroi, Rio de Janeiro, Brazil","Instituto Federal Fluminense - IFF, Niteroi, Rio de Janeiro, Brazil, BR"],"raw_orcid":"https://orcid.org/0000-0001-7451-4424","affiliations":[{"raw_affiliation_string":"Instituto Federal Fluminense - IFF, Niteroi, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I3018965473"]},{"raw_affiliation_string":"Instituto Federal Fluminense - IFF, Niteroi, Rio de Janeiro, Brazil, BR","institution_ids":["https://openalex.org/I3018965473"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000272153","display_name":"Leni Joaquim de Matos","orcid":"https://orcid.org/0000-0002-8035-2916","observed_orcids":["https://orcid.org/0000-0002-8035-2916"]},"institutions":[{"id":"https://openalex.org/I161127581","display_name":"Universidade Federal Fluminense","ror":"https://ror.org/02rjhbb08","country_code":"BR","type":"education","lineage":["https://openalex.org/I161127581"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Leni Joaquim de Matos","raw_affiliation_strings":["Fluminense Federal University (UFF), Niteroi, Rio de Janeiro, Brazil","Fluminense Federal University (UFF), Niteroi, Rio de Janeiro, Brazil., BR"],"raw_orcid":"https://orcid.org/0000-0002-8035-2916","affiliations":[{"raw_affiliation_string":"Fluminense Federal University (UFF), Niteroi, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I161127581"]},{"raw_affiliation_string":"Fluminense Federal University (UFF), Niteroi, Rio de Janeiro, Brazil., BR","institution_ids":["https://openalex.org/I161127581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108973107","display_name":"Pedro Castellanos","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I161127581","display_name":"Universidade Federal Fluminense","ror":"https://ror.org/02rjhbb08","country_code":"BR","type":"education","lineage":["https://openalex.org/I161127581"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Pedro Vladimir Gonzalez Castellanos","raw_affiliation_strings":["Fluminense Federal University (UFF), Niteroi, Rio de Janeiro, Brazil","Fluminense Federal University (UFF), Niteroi, Rio de Janeiro, Brazil., BR"],"raw_orcid":"https://orcid.org/0000-0001-5783-301X","affiliations":[{"raw_affiliation_string":"Fluminense Federal University (UFF), Niteroi, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I161127581"]},{"raw_affiliation_string":"Fluminense Federal University (UFF), Niteroi, Rio de Janeiro, Brazil., BR","institution_ids":["https://openalex.org/I161127581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005711577","display_name":"Leonardo Henrique Gonsioroski","orcid":"https://orcid.org/0000-0002-2996-4765","observed_orcids":["https://orcid.org/0000-0002-2996-4765"]},"institutions":[{"id":"https://openalex.org/I4210148707","display_name":"Universidade Estadual do Maranh\u00e3o","ror":"https://ror.org/04ja5n907","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210148707"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Leonardo Gonsioroski","raw_affiliation_strings":["Universidade Estadual do Maranhao (UEMA), Sao Luis - MA, Brazil","Universidade Estadual do Maranhao (UEMA), Sao Luis - MA, Brazil, BR"],"raw_orcid":"https://orcid.org/0000-0002-2996-4765","affiliations":[{"raw_affiliation_string":"Universidade Estadual do Maranhao (UEMA), Sao Luis - MA, Brazil","institution_ids":["https://openalex.org/I4210148707"]},{"raw_affiliation_string":"Universidade Estadual do Maranhao (UEMA), Sao Luis - MA, Brazil, BR","institution_ids":["https://openalex.org/I4210148707"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001758633","display_name":"Edson Cataldo","orcid":"https://orcid.org/0000-0003-4515-2473","observed_orcids":["https://orcid.org/0000-0003-4515-2473"]},"institutions":[{"id":"https://openalex.org/I161127581","display_name":"Universidade Federal Fluminense","ror":"https://ror.org/02rjhbb08","country_code":"BR","type":"education","lineage":["https://openalex.org/I161127581"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Edson Cataldo","raw_affiliation_strings":["Universidade Federal Fluminense (UFF), Niteroi, Rio de Janeiro, Brazil","Universidade Federal Fluminense (UFF), Niteroi, Rio de Janeiro, Brazil, BR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Federal Fluminense (UFF), Niteroi, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I161127581"]},{"raw_affiliation_string":"Universidade Federal Fluminense (UFF), Niteroi, Rio de Janeiro, Brazil, BR","institution_ids":["https://openalex.org/I161127581"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0713,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.24223558,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"21","issue":"11","first_page":"1209","last_page":"1217"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9990000128746033,"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":0.9990000128746033,"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/T13121","display_name":"Radio Wave Propagation Studies","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11851","display_name":"Electromagnetic Compatibility and Measurements","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/vegetated-channels","display_name":"vegetated channels","score":0.6710000038146973},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.8450000286102295},{"id":"https://openalex.org/keywords/log-distance-model","display_name":"log-distance model","score":0.6209999918937683},{"id":"https://openalex.org/keywords/urban-parks","display_name":"urban parks","score":0.37599998712539673},{"id":"https://openalex.org/keywords/wi-fi-6","display_name":"Wi-Fi 6","score":0.8009999990463257},{"id":"https://openalex.org/keywords/5g","display_name":"5G","score":0.8330000042915344},{"id":"https://openalex.org/keywords/cellular-services","display_name":"cellular services","score":0.7540000081062317}],"concepts":[{"id":"https://openalex.org/C2776096036","wikidata":"https://www.wikidata.org/wiki/Q1140483","display_name":"Narrowband","level":2,"score":0.8183921575546265},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.6900010108947754},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.6268764138221741},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5547458529472351},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.5520758628845215},{"id":"https://openalex.org/C155050386","wikidata":"https://www.wikidata.org/wiki/Q1068623","display_name":"Antenna height considerations","level":3,"score":0.5506019592285156},{"id":"https://openalex.org/C21822782","wikidata":"https://www.wikidata.org/wiki/Q131214","display_name":"Antenna (radio)","level":2,"score":0.4921268820762634},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4754747450351715},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.4672422707080841},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.4395321309566498},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.43598267436027527},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.43080925941467285},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.43023383617401123},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.34306636452674866},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2996668815612793},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.22374552488327026},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15581727027893066},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tla.2023.10268279","doi":"https://doi.org/10.1109/tla.2023.10268279","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tla.2023.10268279","pdf_url":null,"source":{"id":"https://openalex.org/S86124554","display_name":"IEEE Latin America Transactions","issn_l":"1548-0992","issn":["1548-0992"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-20","russia-white-list-3"],"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 Latin America Transactions","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.4390000104904175,"display_name":"Life on land"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3134008249","https://openalex.org/W1981160676","https://openalex.org/W2980249719","https://openalex.org/W2560504121","https://openalex.org/W3085834721","https://openalex.org/W3018115227","https://openalex.org/W2979533948","https://openalex.org/W2530944180","https://openalex.org/W7163743492","https://openalex.org/W1482759761"],"abstract_inverted_index":{"In":[0],"communication":[1],"system":[2],"design,":[3],"predicting":[4],"radio":[5],"signal":[6,33,117],"coverage":[7,34],"in":[8,35,49,61,72],"channels":[9],"with":[10,44,65,130],"vegetation":[11,18],"is":[12,126],"challenging":[13],"due":[14],"to":[15,31],"the":[16,24,73,99,116,122,127,131],"way":[17],"absorbs,":[19],"reflects,":[20],"spreads,":[21],"and":[22,41,87,98,105,140],"depolarizes":[23],"signal.":[25],"Empirical":[26],"models":[27],"have":[28],"been":[29],"developed":[30],"predict":[32],"these":[36,53],"channels,":[37],"such":[38],"as":[39],"parks":[40],"urban":[42],"squares":[43],"vegetation,":[45,67],"which":[46,125],"are":[47],"common":[48],"cities.":[50],"To":[51],"study":[52,108],"scenarios,":[54],"this":[55,142],"paper":[56],"presents":[57],"narrowband":[58],"measurements":[59],"taken":[60],"a":[62],"public":[63],"square":[64],"varied":[66],"using":[68],"five":[69],"carrier":[70],"frequencies":[71],"700-4000":[74],"MHz":[75],"band,":[76],"including":[77],"those":[78],"used":[79,138],"for":[80],"cellular":[81],"services,":[82],"Wi-Fi":[83],"6":[84],"(Wireless":[85],"Fidelity),":[86],"5G":[88],"(Fifth":[89],"Generation)":[90],"networks.":[91],"Two":[92],"transmitter":[93],"antenna":[94],"heights":[95],"were":[96,102],"used,":[97],"measured":[100],"data":[101],"analyzed":[103],"graphically":[104],"quantitatively.":[106],"The":[107],"found":[109],"that":[110,120],"an":[111],"artificial":[112],"neural":[113],"network":[114],"improved":[115],"prediction":[118],"beyond":[119],"of":[121,144],"log-distance":[123],"model,":[124],"basic":[128],"model":[129,141],"best":[132],"results.":[133],"Therefore,":[134],"it":[135],"can":[136],"be":[137],"understand":[139],"kind":[143],"environment.":[145]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-09-27T08:07:27.782135","created_date":"2023-09-30T00:00:00"}
