{"id":"https://openalex.org/W2790796594","doi":"https://doi.org/10.1109/tim.2018.2804058","title":"Data-Driven Quality Assessment of Noisy Nonlinear Sensor and Measurement Systems","display_name":"Data-Driven Quality Assessment of Noisy Nonlinear Sensor and Measurement Systems","publication_year":2018,"publication_date":"2018-03-14","ids":{"openalex":"https://openalex.org/W2790796594","doi":"https://doi.org/10.1109/tim.2018.2804058","mag":"2790796594"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2018.2804058","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2018.2804058","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/A5034821191","display_name":"Manuel Stein","orcid":"https://orcid.org/0000-0002-5205-3716"},"institutions":[{"id":"https://openalex.org/I54009628","display_name":"University of Bayreuth","ror":"https://ror.org/0234wmv40","country_code":"DE","type":"education","lineage":["https://openalex.org/I54009628"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Manuel S. Stein","raw_affiliation_strings":["Chair for Stochastics, Universit\u00e4t Bayreuth, Bayreuth, Germany"],"raw_orcid":"https://orcid.org/0000-0002-5205-3716","affiliations":[{"raw_affiliation_string":"Chair for Stochastics, Universit\u00e4t Bayreuth, Bayreuth, Germany","institution_ids":["https://openalex.org/I54009628"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045815402","display_name":"Markus Neumayer","orcid":"https://orcid.org/0000-0003-1975-8578"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Markus Neumayer","raw_affiliation_strings":["Institute of Electrical Measurement and Measurement Signal Processing, Technische Universit\u00e4t Graz, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Electrical Measurement and Measurement Signal Processing, Technische Universit\u00e4t Graz, Graz, Austria","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019777536","display_name":"Kurt Barb\u00e9","orcid":"https://orcid.org/0000-0002-7825-9077"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Kurt Barbe","raw_affiliation_strings":["Mathematics Department, Vrije Universiteit Brussel, Brussels, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mathematics Department, Vrije Universiteit Brussel, Brussels, Belgium","institution_ids":["https://openalex.org/I13469542"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1895,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.52730966,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"67","issue":"7","first_page":"1668","last_page":"1678"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12564","display_name":"Sensor Technology and Measurement Systems","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T12564","display_name":"Sensor Technology and Measurement Systems","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T13928","display_name":"Advanced Sensor Technologies Research","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10369","display_name":"Advanced MEMS and NEMS Technologies","score":0.9961000084877014,"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/nonlinear-system","display_name":"Nonlinear system","score":0.6340774297714233},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.525050163269043},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48047226667404175},{"id":"https://openalex.org/keywords/measurement-uncertainty","display_name":"Measurement uncertainty","score":0.4165915250778198},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3458878993988037},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.342265784740448},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21934616565704346},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17605027556419373},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.17336267232894897},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13246983289718628}],"concepts":[{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.6340774297714233},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.525050163269043},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48047226667404175},{"id":"https://openalex.org/C137209882","wikidata":"https://www.wikidata.org/wiki/Q1403517","display_name":"Measurement uncertainty","level":2,"score":0.4165915250778198},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3458878993988037},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.342265784740448},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21934616565704346},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17605027556419373},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.17336267232894897},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13246983289718628},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tim.2018.2804058","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2018.2804058","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:vubissmart:VUBISSMART:2000:129428","is_oa":false,"landing_page_url":"https://biblio.vub.ac.be/vubir/datadriven-quality-assessment-of-noisy-nonlinear-sensor-and-measurement-systems(c4a2688a-8828-4507-8ffc-a73346ba6fdb).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306402573","display_name":"VUBIR (Vrije Universiteit Brussel)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I13469542","host_organization_name":"Vrije Universiteit Brussel","host_organization_lineage":["https://openalex.org/I13469542"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:vubissmart:VUBISSMART:2000:129428","is_oa":false,"landing_page_url":"https://doi.org/10.1109/TIM.2018.2804058","pdf_url":null,"source":{"id":"https://openalex.org/S4306402573","display_name":"VUBIR (Vrije Universiteit Brussel)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I13469542","host_organization_name":"Vrije Universiteit Brussel","host_organization_lineage":["https://openalex.org/I13469542"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W180287672","https://openalex.org/W1479979375","https://openalex.org/W1521591241","https://openalex.org/W1555493967","https://openalex.org/W1662965649","https://openalex.org/W1919816006","https://openalex.org/W1968842350","https://openalex.org/W1970110805","https://openalex.org/W1975762867","https://openalex.org/W1976867843","https://openalex.org/W1980032585","https://openalex.org/W2001857610","https://openalex.org/W2009112011","https://openalex.org/W2017834411","https://openalex.org/W2025067656","https://openalex.org/W2026688857","https://openalex.org/W2032558547","https://openalex.org/W2033842946","https://openalex.org/W2034186722","https://openalex.org/W2053565514","https://openalex.org/W2061808167","https://openalex.org/W2065246571","https://openalex.org/W2084840427","https://openalex.org/W2087834451","https://openalex.org/W2093436992","https://openalex.org/W2097196720","https://openalex.org/W2101397645","https://openalex.org/W2113420523","https://openalex.org/W2113448864","https://openalex.org/W2115092735","https://openalex.org/W2127719502","https://openalex.org/W2128093037","https://openalex.org/W2129419806","https://openalex.org/W2130707642","https://openalex.org/W2134499811","https://openalex.org/W2148187789","https://openalex.org/W2150545437","https://openalex.org/W2152744465","https://openalex.org/W2160099143","https://openalex.org/W2166936401","https://openalex.org/W2170265514","https://openalex.org/W2172273052","https://openalex.org/W2198455126","https://openalex.org/W2206155246","https://openalex.org/W2259945539","https://openalex.org/W2269816426","https://openalex.org/W2285245477","https://openalex.org/W2293474282","https://openalex.org/W2479272737","https://openalex.org/W2499016522","https://openalex.org/W2569257911","https://openalex.org/W2592353519","https://openalex.org/W2605195494","https://openalex.org/W2667008940","https://openalex.org/W2963614423","https://openalex.org/W2983338817","https://openalex.org/W2987319838","https://openalex.org/W3103072702","https://openalex.org/W4205645209","https://openalex.org/W4246841922","https://openalex.org/W4250092671","https://openalex.org/W4255783720","https://openalex.org/W4256330275","https://openalex.org/W6628836592","https://openalex.org/W6631398929","https://openalex.org/W6633267999","https://openalex.org/W6695603743"],"related_works":["https://openalex.org/W3130844878","https://openalex.org/W4205181462","https://openalex.org/W2154204858","https://openalex.org/W3209622820","https://openalex.org/W2382250648","https://openalex.org/W3139964550","https://openalex.org/W2367363545","https://openalex.org/W2586383879","https://openalex.org/W3193887938","https://openalex.org/W2067895158"],"abstract_inverted_index":{"This":[0],"paper":[1],"considers":[2],"the":[3,9,52,78,83,88,99,106,111,123,142,152,172,180],"problem":[4],"of":[5,11,82,92,95,110],"determining":[6,87],"and":[7,28,33,72,90,135,163],"comparing":[8],"quality":[10],"nonlinear":[12,29,161],"sensor":[13,32,84,100,189],"systems":[14],"concerning":[15],"a":[16,20,60,93,103,130,147],"measurement":[17,34,113,158],"task":[18],"in":[19,36,102,141],"data-driven":[21,174],"way.":[22],"Due":[23],"to":[24,50,67,73,138,170,178],"various":[25],"noise":[26],"sources":[27],"characteristics,":[30],"physical":[31,112],"systems,":[35],"general,":[37],"exhibit":[38],"an":[39,119,127],"intractable":[40],"random":[41],"input-to-output":[42],"behavior.":[43],"In":[44],"practice,":[45],"this":[46],"makes":[47],"it":[48,145],"impossible":[49],"describe":[51],"exact":[53,153],"stochastic":[54],"system":[55,114],"model":[56,109,121,133,175],"analytically.":[57],"Nevertheless,":[58],"such":[59],"description":[61,134],"is":[62,136,185],"required":[63],"if":[64],"one":[65],"wishes":[66],"formulate":[68],"efficient":[69],"processing":[70],"algorithms":[71],"draw":[74],"rigorous":[75],"conclusions":[76],"about":[77],"fundamental":[79],"performance":[80],"limits":[81],"system.":[85],"After":[86],"mean":[89],"covariance":[91],"set":[94],"user-defined":[96],"statistics":[97],"at":[98],"output":[101],"calibrated":[104],"environment,":[105],"unknown":[107],"probabilistic":[108],"can":[115],"be":[116,139],"approximated":[117],"by":[118],"equivalent":[120],"within":[122],"exponential":[124],"family.":[125],"Such":[126],"approximation":[128],"features":[129],"mathematically":[131],"tractable":[132],"guaranteed":[137],"conservative":[140],"sense":[143],"that":[144],"exhibits":[146],"lower":[148],"Fisher":[149],"information":[150],"than":[151],"data-generating":[154],"model.":[155],"By":[156],"considering":[157],"tasks":[159],"with":[160,187],"amplifiers":[162],"capacitive":[164],"sensors,":[165],"we":[166],"here":[167],"outline":[168],"how":[169],"use":[171],"presented":[173],"replacement":[176],"strategy":[177],"compare":[179],"parameter":[181],"uncertainty":[182],"level":[183],"which":[184],"achievable":[186],"different":[188],"layouts.":[190]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}