{"id":"https://openalex.org/W4388505324","doi":"https://doi.org/10.1109/tim.2023.3331428","title":"A Global Multiunit Calibration as a Method for Large-Scale IoT Particulate Matter Monitoring Systems Deployments","display_name":"A Global Multiunit Calibration as a Method for Large-Scale IoT Particulate Matter Monitoring Systems Deployments","publication_year":2023,"publication_date":"2023-11-08","ids":{"openalex":"https://openalex.org/W4388505324","doi":"https://doi.org/10.1109/tim.2023.3331428"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2023.3331428","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2023.3331428","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","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/A5059996942","display_name":"Saverio De Vito","orcid":"https://orcid.org/0000-0002-0745-924X"},"institutions":[{"id":"https://openalex.org/I110120368","display_name":"National Agency for New Technologies, Energy and Sustainable Economic Development","ror":"https://ror.org/02an8es95","country_code":"IT","type":"government","lineage":["https://openalex.org/I110120368"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Saverio De Vito","raw_affiliation_strings":["Energy Technology Department, ENEA&#x2013;Agenzia per le Nuove Tecnologie,l&#x2019; Energia e lo Sviluppo Economico Sostenibile, Photovoltaics and Sensors Applications and Systems Laboratory, Smart Devices Division, Naples, Portici, Italy"],"affiliations":[{"raw_affiliation_string":"Energy Technology Department, ENEA&#x2013;Agenzia per le Nuove Tecnologie,l&#x2019; Energia e lo Sviluppo Economico Sostenibile, Photovoltaics and Sensors Applications and Systems Laboratory, Smart Devices Division, Naples, Portici, Italy","institution_ids":["https://openalex.org/I110120368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018803314","display_name":"Gerardo D\u2019Elia","orcid":"https://orcid.org/0000-0003-3828-3192"},"institutions":[{"id":"https://openalex.org/I110120368","display_name":"National Agency for New Technologies, Energy and Sustainable Economic Development","ror":"https://ror.org/02an8es95","country_code":"IT","type":"government","lineage":["https://openalex.org/I110120368"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gerardo D\u2019Elia","raw_affiliation_strings":["Energy Technology Department, ENEA&#x2013;Agenzia per le Nuove Tecnologie,l&#x2019; Energia e lo Sviluppo Economico Sostenibile, Photovoltaics and Sensors Applications and Systems Laboratory, Smart Devices Division, Naples, Portici, Italy"],"affiliations":[{"raw_affiliation_string":"Energy Technology Department, ENEA&#x2013;Agenzia per le Nuove Tecnologie,l&#x2019; Energia e lo Sviluppo Economico Sostenibile, Photovoltaics and Sensors Applications and Systems Laboratory, Smart Devices Division, Naples, Portici, Italy","institution_ids":["https://openalex.org/I110120368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064430682","display_name":"Sergio Ferlito","orcid":"https://orcid.org/0000-0001-5398-4603"},"institutions":[{"id":"https://openalex.org/I110120368","display_name":"National Agency for New Technologies, Energy and Sustainable Economic Development","ror":"https://ror.org/02an8es95","country_code":"IT","type":"government","lineage":["https://openalex.org/I110120368"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sergio Ferlito","raw_affiliation_strings":["Energy Technology Department, ENEA&#x2013;Agenzia per le Nuove Tecnologie,l&#x2019; Energia e lo Sviluppo Economico Sostenibile, Photovoltaics and Sensors Applications and Systems Laboratory, Smart Devices Division, Naples, Portici, Italy"],"affiliations":[{"raw_affiliation_string":"Energy Technology Department, ENEA&#x2013;Agenzia per le Nuove Tecnologie,l&#x2019; Energia e lo Sviluppo Economico Sostenibile, Photovoltaics and Sensors Applications and Systems Laboratory, Smart Devices Division, Naples, Portici, Italy","institution_ids":["https://openalex.org/I110120368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023174456","display_name":"Girolamo Di Francia","orcid":"https://orcid.org/0000-0002-5386-3649"},"institutions":[{"id":"https://openalex.org/I110120368","display_name":"National Agency for New Technologies, Energy and Sustainable Economic Development","ror":"https://ror.org/02an8es95","country_code":"IT","type":"government","lineage":["https://openalex.org/I110120368"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Girolamo Di Francia","raw_affiliation_strings":["Energy Technology Department, ENEA&#x2013;Agenzia per le Nuove Tecnologie,l&#x2019; Energia e lo Sviluppo Economico Sostenibile, Photovoltaics and Sensors Applications and Systems Laboratory, Smart Devices Division, Naples, Portici, Italy"],"affiliations":[{"raw_affiliation_string":"Energy Technology Department, ENEA&#x2013;Agenzia per le Nuove Tecnologie,l&#x2019; Energia e lo Sviluppo Economico Sostenibile, Photovoltaics and Sensors Applications and Systems Laboratory, Smart Devices Division, Naples, Portici, Italy","institution_ids":["https://openalex.org/I110120368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090621368","display_name":"M. Davidovi\u0107","orcid":"https://orcid.org/0000-0003-2438-0231"},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Milo\u0161 D. Davidovi\u0107","raw_affiliation_strings":["Vin&#x010D;a Institute of Nuclear Sciences, National Institute of the Republic of Serbia, University of Belgrade, Belgrade, Vinca, Serbia"],"affiliations":[{"raw_affiliation_string":"Vin&#x010D;a Institute of Nuclear Sciences, National Institute of the Republic of Serbia, University of Belgrade, Belgrade, Vinca, Serbia","institution_ids":["https://openalex.org/I4068193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047144372","display_name":"Du\u0161ka Kleut","orcid":"https://orcid.org/0000-0002-5881-6497"},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Du\u0161ka Kleut","raw_affiliation_strings":["Vin&#x010D;a Institute of Nuclear Sciences, National Institute of the Republic of Serbia, University of Belgrade, Belgrade, Vinca, Serbia"],"affiliations":[{"raw_affiliation_string":"Vin&#x010D;a Institute of Nuclear Sciences, National Institute of the Republic of Serbia, University of Belgrade, Belgrade, Vinca, Serbia","institution_ids":["https://openalex.org/I4068193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000907915","display_name":"Danka B. Stojanovi\u0107","orcid":"https://orcid.org/0000-0002-7178-1970"},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Danka Stojanovi\u0107","raw_affiliation_strings":["Vin&#x010D;a Institute of Nuclear Sciences, National Institute of the Republic of Serbia, University of Belgrade, Belgrade, Vinca, Serbia"],"affiliations":[{"raw_affiliation_string":"Vin&#x010D;a Institute of Nuclear Sciences, National Institute of the Republic of Serbia, University of Belgrade, Belgrade, Vinca, Serbia","institution_ids":["https://openalex.org/I4068193"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046809500","display_name":"Milena Jova\u0161evi\u0107-Stojanovi\u0107","orcid":"https://orcid.org/0000-0003-0765-6603"},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Milena Jova\u0161evic-Stojanovi\u0107","raw_affiliation_strings":["Vin&#x010D;a Institute of Nuclear Sciences, National Institute of the Republic of Serbia, University of Belgrade, Belgrade, Vinca, Serbia"],"affiliations":[{"raw_affiliation_string":"Vin&#x010D;a Institute of Nuclear Sciences, National Institute of the Republic of Serbia, University of Belgrade, Belgrade, Vinca, Serbia","institution_ids":["https://openalex.org/I4068193"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5059996942"],"corresponding_institution_ids":["https://openalex.org/I110120368"],"apc_list":null,"apc_paid":null,"fwci":2.0847,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.8606533,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"73","issue":null,"first_page":"1","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10190","display_name":"Air Quality and Health Impacts","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12095","display_name":"Vehicle emissions and performance","score":0.9785000085830688,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/calibration","display_name":"Calibration","score":0.7667633295059204},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7354249954223633},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6678808331489563},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6254204511642456},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.45464974641799927},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.41438591480255127}],"concepts":[{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.7667633295059204},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7354249954223633},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6678808331489563},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6254204511642456},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.45464974641799927},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.41438591480255127},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tim.2023.3331428","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2023.3331428","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","raw_type":"journal-article"},{"id":"pmh:oai:vinar.vin.bg.ac.rs:123456789/12046","is_oa":false,"landing_page_url":"https://vinar.vin.bg.ac.rs/handle/123456789/12046","pdf_url":null,"source":{"id":"https://openalex.org/S4306402108","display_name":"VinaR (Institute of Nuclear Sciences \"Vin\u010da\")","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210101313","host_organization_name":"University Hospital Center Dr Dragi\u0161a Mi\u0161ovi\u0107","host_organization_lineage":["https://openalex.org/I4210101313"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.6600000262260437,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G135436359","display_name":"VIRTUAL CENTRE FOR DISTRIBUTED ATMOSPHERIC SENSING FOR REDUCTION OF POLLUTION PRESSURES","funder_award_id":"952433","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4937468798","display_name":null,"funder_award_id":"H2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320332815","display_name":"Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1554652279","https://openalex.org/W1997317667","https://openalex.org/W2040731319","https://openalex.org/W2108488321","https://openalex.org/W2127923747","https://openalex.org/W2471323753","https://openalex.org/W2731171009","https://openalex.org/W2784031884","https://openalex.org/W2790475309","https://openalex.org/W2791294168","https://openalex.org/W2803188115","https://openalex.org/W2885404876","https://openalex.org/W2888083765","https://openalex.org/W2890921130","https://openalex.org/W2913981859","https://openalex.org/W2946907529","https://openalex.org/W2992627410","https://openalex.org/W3005726785","https://openalex.org/W3080117085","https://openalex.org/W3107222070","https://openalex.org/W3139363008","https://openalex.org/W3177891837","https://openalex.org/W3188701591","https://openalex.org/W3204406779","https://openalex.org/W4285149715","https://openalex.org/W4303614047","https://openalex.org/W4319077925","https://openalex.org/W4323340274","https://openalex.org/W4324134939"],"related_works":["https://openalex.org/W96612179","https://openalex.org/W2770234245","https://openalex.org/W2566006169","https://openalex.org/W2987774938","https://openalex.org/W632915154","https://openalex.org/W4229499248","https://openalex.org/W4378874356","https://openalex.org/W2055733372","https://openalex.org/W2369811061","https://openalex.org/W3089997100"],"abstract_inverted_index":{"Scalable":[0],"and":[1,15,19,28,37,58,136,141],"effective":[2],"calibration":[3,39,64,75,97,178,195,223],"is":[4,84,121],"a":[5,43,85,92,100,128,193,201],"fundamental":[6],"requirement":[7],"for":[8,41,103,180,200,244],"low-cost":[9,114],"air":[10],"quality":[11],"(AQ)":[12],"monitoring":[13,21,55,219],"systems":[14],"will":[16],"enable":[17],"accurate":[18,216,242],"pervasive":[20],"in":[22,53],"cities.":[23],"Suffering":[24],"from":[25,127],"environmental":[26],"interferences":[27],"fabrication":[29],"variance,":[30],"these":[31,186],"devices":[32,52,206],"need":[33],"to":[34,46,66,73,146,162,175,241],"encompass":[35],"sensor-specific":[36],"complex":[38],"processes":[40],"reaching":[42],"sufficient":[44],"accuracy":[45,83],"be":[47,67,143,198,226],"deployed":[48],"as":[49,99,249,251],"indicative":[50],"measurement":[51],"AQ":[54,108,133,218],"networks.":[56],"Concept":[57],"sensor":[59],"drift":[60],"often":[61],"force":[62],"the":[63,150,231,236],"process":[65],"frequently":[68],"repeated.":[69],"These":[70],"issues":[71],"lead":[72],"unbearable":[74],"costs,":[76],"which":[77,111,173],"denies":[78],"their":[79],"massive":[80,213],"deployment":[81,214],"when":[82,160,190],"concern.":[86],"In":[87],"this":[88,165,222],"work,":[89],"we":[90],"propose":[91],"zero":[93],"transfer":[94,255],"samples,":[95],"global":[96,194],"methodology":[98,120],"technological":[101],"enabler":[102],"Internet":[104],"of":[105,131,149,170,204,215,230],"Things":[106],"(IoT)":[107],"multisensory":[109],"devices,":[110],"relies":[112],"on":[113,123,235],"particulate":[115],"matter":[116],"(PM)":[117],"sensors.":[118],"This":[119],"based":[122],"field":[124],"recorded":[125],"responses":[126],"limited":[129],"number":[130,203],"IoT":[132,217],"multisensors":[134],"units":[135,148],"machine":[137],"learning":[138],"(ML)":[139],"concepts":[140],"can":[142,197],"universally":[144],"applied":[145,161],"all":[147],"same":[151],"type.":[152],"A":[153],"multiseason":[154],"test":[155],"campaign":[156],"has":[157],"shown":[158],"that,":[159,189],"different":[163,177,182],"sensors,":[164],"methodology\u2019s":[166],"performances":[167],"match":[168],"those":[169],"state-of-the-art":[171],"methodology,":[172],"requires":[174],"derive":[176],"parameters":[179],"each":[181],"unit.":[183],"If":[184],"confirmed,":[185],"results":[187],"show":[188],"properly":[191],"derived,":[192],"law":[196],"exploited":[199],"large":[202],"networked":[205],"with":[207],"dramatic":[208],"cost":[209],"reduction":[210],"eventually":[211],"allowing":[212,238],"devices.":[220],"Furthermore,":[221],"model":[224],"could":[225],"easily":[227],"embedded":[228],"onboard":[229],"device":[232],"or":[233],"implemented":[234],"edge":[237],"immediate":[239],"access":[240],"readings":[243],"personal":[245],"exposure":[246],"monitor":[247],"applications":[248],"well":[250],"reducing":[252],"long-range":[253],"data":[254],"needs.":[256]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
