{"id":"https://openalex.org/W4390394290","doi":"https://doi.org/10.1109/itnac59571.2023.10368497","title":"Assessing the Capability of Random Forest to Estimate Received Power in LoRaWAN for Agricultural Settings Using Climate Data","display_name":"Assessing the Capability of Random Forest to Estimate Received Power in LoRaWAN for Agricultural Settings Using Climate Data","publication_year":2023,"publication_date":"2023-11-29","ids":{"openalex":"https://openalex.org/W4390394290","doi":"https://doi.org/10.1109/itnac59571.2023.10368497"},"language":"en","primary_location":{"id":"doi:10.1109/itnac59571.2023.10368497","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itnac59571.2023.10368497","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 33rd International Telecommunication Networks and Applications Conference","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/A5110312500","display_name":"Boris Ramos","orcid":"https://orcid.org/0000-0002-0469-6135"},"institutions":[{"id":"https://openalex.org/I2135383","display_name":"Escuela Superior Politecnica del Litoral","ror":"https://ror.org/04qenc566","country_code":"EC","type":"education","lineage":["https://openalex.org/I2135383"]}],"countries":["EC"],"is_corresponding":true,"raw_author_name":"Boris Ramos","raw_affiliation_strings":["Escuela Superior Politécnica del Litoral (ESPOL),Faculty of Electrical and Computer Engineering,Guayaquil,Ecuador,P.O. Box 09-01-5863"],"affiliations":[{"raw_affiliation_string":"Escuela Superior Politécnica del Litoral (ESPOL),Faculty of Electrical and Computer Engineering,Guayaquil,Ecuador,P.O. Box 09-01-5863","institution_ids":["https://openalex.org/I2135383"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067261326","display_name":"Edison Del Rosario","orcid":"https://orcid.org/0000-0003-4573-2048"},"institutions":[{"id":"https://openalex.org/I2135383","display_name":"Escuela Superior Politecnica del Litoral","ror":"https://ror.org/04qenc566","country_code":"EC","type":"education","lineage":["https://openalex.org/I2135383"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Edison Del Rosario","raw_affiliation_strings":["Escuela Superior Politécnica del Litoral (ESPOL),Faculty of Electrical and Computer Engineering,Guayaquil,Ecuador,P.O. Box 09-01-5863"],"affiliations":[{"raw_affiliation_string":"Escuela Superior Politécnica del Litoral (ESPOL),Faculty of Electrical and Computer Engineering,Guayaquil,Ecuador,P.O. Box 09-01-5863","institution_ids":["https://openalex.org/I2135383"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014409224","display_name":"Nelson Tovar","orcid":null},"institutions":[{"id":"https://openalex.org/I2135383","display_name":"Escuela Superior Politecnica del Litoral","ror":"https://ror.org/04qenc566","country_code":"EC","type":"education","lineage":["https://openalex.org/I2135383"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Nelson Tovar","raw_affiliation_strings":["Escuela Superior Politécnica del Litoral (ESPOL),Faculty of Electrical and Computer Engineering,Guayaquil,Ecuador,P.O. Box 09-01-5863"],"affiliations":[{"raw_affiliation_string":"Escuela Superior Politécnica del Litoral (ESPOL),Faculty of Electrical and Computer Engineering,Guayaquil,Ecuador,P.O. Box 09-01-5863","institution_ids":["https://openalex.org/I2135383"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5110312500"],"corresponding_institution_ids":["https://openalex.org/I2135383"],"apc_list":null,"apc_paid":null,"fwci":0.4011,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.62008263,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"234","last_page":"239"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12079","display_name":"IoT Networks and Protocols","score":0.9997000098228455,"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/T12079","display_name":"IoT Networks and Protocols","score":0.9997000098228455,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9726999998092651,"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/T12801","display_name":"Bluetooth and Wireless Communication Technologies","score":0.9685999751091003,"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":0.6074337363243103},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5530670881271362},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.4706867039203644},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4636026620864868},{"id":"https://openalex.org/keywords/multipath-propagation","display_name":"Multipath propagation","score":0.44454360008239746},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4439114034175873},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.43730857968330383},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4152144491672516},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.23199838399887085},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.20344096422195435},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14315727353096008},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.12370800971984863},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09854206442832947}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6074337363243103},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5530670881271362},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4706867039203644},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4636026620864868},{"id":"https://openalex.org/C161218011","wikidata":"https://www.wikidata.org/wiki/Q11827794","display_name":"Multipath propagation","level":3,"score":0.44454360008239746},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4439114034175873},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.43730857968330383},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4152144491672516},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.23199838399887085},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.20344096422195435},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14315727353096008},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.12370800971984863},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09854206442832947},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/itnac59571.2023.10368497","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itnac59571.2023.10368497","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 33rd International Telecommunication Networks and Applications Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.75,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2745902057","https://openalex.org/W2807927039","https://openalex.org/W2911964244","https://openalex.org/W2944604179","https://openalex.org/W2955907134","https://openalex.org/W2998966530","https://openalex.org/W3184742874","https://openalex.org/W4205566495","https://openalex.org/W4229062163","https://openalex.org/W4295364610","https://openalex.org/W4317987770","https://openalex.org/W4319317180","https://openalex.org/W4320002778","https://openalex.org/W4323021722","https://openalex.org/W4323646169","https://openalex.org/W4380886512","https://openalex.org/W4380991075","https://openalex.org/W4385461687","https://openalex.org/W4387414317"],"related_works":["https://openalex.org/W3193043704","https://openalex.org/W4386259002","https://openalex.org/W1546989560","https://openalex.org/W3171520305","https://openalex.org/W3135126032","https://openalex.org/W1924178503","https://openalex.org/W2376969857","https://openalex.org/W4308716060","https://openalex.org/W4280648719","https://openalex.org/W4386937079"],"abstract_inverted_index":{"Low":[0],"power":[1],"wide":[2],"area":[3],"networks":[4],"(LPWANs)":[5],"such":[6],"as":[7,122],"LoRaWAN,":[8],"enable":[9],"long":[10],"range":[11],"wireless":[12],"communication":[13],"for":[14,37,142],"internet":[15],"of":[16,63,99,162],"things":[17],"(IoT)":[18],"devices":[19,39],"implemented":[20],"in":[21,82,88,111,147],"different":[22,107],"settings,":[23],"including":[24],"agricultural":[25],"crop":[26,91,114],"fields.":[27],"However,":[28],"estimating":[29],"the":[30,45,51,61,118,125,148],"Received":[31],"Signal":[32],"Strength":[33],"Indicator":[34],"(RSSI)":[35],"values":[36,81,141,161],"these":[38,56],"remains":[40],"a":[41,64,69,83,89,112,143,163],"challenge,":[42],"due":[43],"to":[44,78,124,138,155],"multipath":[46],"effect,":[47],"weather":[48,119],"conditions,":[49],"and":[50,75,109,130,150,158],"dynamic":[52],"environment":[53],"that":[54,67],"surrounds":[55],"networks.":[57],"This":[58],"research":[59],"evaluates":[60],"capability":[62],"low-cost":[65],"system":[66],"uses":[68,96],"Random":[70],"Forest":[71],"Regression":[72],"(RF)":[73],"model":[74,95,126,134],"climate":[76],"data":[77,101],"estimate":[79],"RSSI":[80,140,160],"LoRa":[84],"WAN":[85],"network":[86],"deployed":[87],"maize":[90,113],"field.":[92,115],"The":[93,133],"RF":[94],"eleven":[97],"days":[98],"available":[100],"from":[102],"twenty-nine":[103],"nodes":[104],"placed":[105],"at":[106],"locations":[108],"heights":[110],"In":[116],"addition,":[117],"variables":[120],"used":[121,154],"inputs":[123],"include":[127],"temperature,":[128],"humidity,":[129],"solar":[131],"radiation.":[132],"proved":[135],"its":[136],"efficacy":[137],"predict":[139],"recently":[144],"inserted":[145],"node":[146],"network,":[149],"when":[151],"it":[152],"was":[153],"forecast":[156],"future":[157],"unknow":[159],"particular":[164],"node.":[165]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}