{"id":"https://openalex.org/W3026302545","doi":"https://doi.org/10.1109/ddecs50862.2020.9095748","title":"Capacitive-sensing module with dynamic gesture recognition for automotive applications","display_name":"Capacitive-sensing module with dynamic gesture recognition for automotive applications","publication_year":2020,"publication_date":"2020-04-01","ids":{"openalex":"https://openalex.org/W3026302545","doi":"https://doi.org/10.1109/ddecs50862.2020.9095748","mag":"3026302545"},"language":"en","primary_location":{"id":"doi:10.1109/ddecs50862.2020.9095748","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ddecs50862.2020.9095748","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 23rd International Symposium on Design and Diagnostics of Electronic Circuits &amp; Systems (DDECS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5038234965","display_name":"Juan Borrego-Carazo","orcid":"https://orcid.org/0000-0003-3223-8227"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Juan Borrego-Carazo","raw_affiliation_strings":["R+D Department, Kostal El\u00e9ctrica, S. A., Poliny\u00e0, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"R+D Department, Kostal El\u00e9ctrica, S. A., Poliny\u00e0, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039409058","display_name":"David Castells\u2010Rufas","orcid":"https://orcid.org/0000-0002-7181-9705"},"institutions":[{"id":"https://openalex.org/I123044942","display_name":"Universitat Aut\u00f2noma de Barcelona","ror":"https://ror.org/052g8jq94","country_code":"ES","type":"education","lineage":["https://openalex.org/I123044942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"David Castells-Rufas","raw_affiliation_strings":["Microelectronics & Electronic Systems, Universitat Aut\u00f2noma de Barcelona, Bellaterra, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microelectronics & Electronic Systems, Universitat Aut\u00f2noma de Barcelona, Bellaterra, Spain","institution_ids":["https://openalex.org/I123044942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055631615","display_name":"Jordi Carrabina","orcid":"https://orcid.org/0000-0002-9540-8759"},"institutions":[{"id":"https://openalex.org/I123044942","display_name":"Universitat Aut\u00f2noma de Barcelona","ror":"https://ror.org/052g8jq94","country_code":"ES","type":"education","lineage":["https://openalex.org/I123044942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jordi Carrabina","raw_affiliation_strings":["Microelectronics & Electronic Systems, Universitat Aut\u00f2noma de Barcelona, Bellaterra, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microelectronics & Electronic Systems, Universitat Aut\u00f2noma de Barcelona, Bellaterra, Spain","institution_ids":["https://openalex.org/I123044942"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056920304","display_name":"Ernesto Biempica","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ernesto Biempica","raw_affiliation_strings":["R+D Department, Kostal El\u00e9ctrica, S. A., Poliny\u00e0, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"R+D Department, Kostal El\u00e9ctrica, S. A., Poliny\u00e0, Spain","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10914","display_name":"Tactile and Sensory Interactions","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/robustness","display_name":"Robustness (evolution)","score":0.8206251859664917},{"id":"https://openalex.org/keywords/automotive-industry","display_name":"Automotive industry","score":0.811359167098999},{"id":"https://openalex.org/keywords/capacitive-sensing","display_name":"Capacitive sensing","score":0.7918693423271179},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7466121315956116},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.6500451564788818},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.4919013977050781},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.46565037965774536},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.41128474473953247},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.39727669954299927},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37213367223739624},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.356375128030777},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1922580897808075}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.8206251859664917},{"id":"https://openalex.org/C526921623","wikidata":"https://www.wikidata.org/wiki/Q190117","display_name":"Automotive industry","level":2,"score":0.811359167098999},{"id":"https://openalex.org/C206755178","wikidata":"https://www.wikidata.org/wiki/Q1131271","display_name":"Capacitive sensing","level":2,"score":0.7918693423271179},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7466121315956116},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.6500451564788818},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.4919013977050781},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.46565037965774536},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.41128474473953247},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.39727669954299927},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37213367223739624},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.356375128030777},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1922580897808075},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ddecs50862.2020.9095748","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ddecs50862.2020.9095748","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 23rd International Symposium on Design and Diagnostics of Electronic Circuits &amp; Systems (DDECS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1976846274","https://openalex.org/W1992642887","https://openalex.org/W2007431958","https://openalex.org/W2008815229","https://openalex.org/W2047287351","https://openalex.org/W2064675550","https://openalex.org/W2097998348","https://openalex.org/W2107012990","https://openalex.org/W2119144962","https://openalex.org/W2119656522","https://openalex.org/W2153635508","https://openalex.org/W2162210288","https://openalex.org/W2189149359","https://openalex.org/W2209204668","https://openalex.org/W2405546895","https://openalex.org/W2592368662","https://openalex.org/W2604984768","https://openalex.org/W2915714246","https://openalex.org/W2963122961","https://openalex.org/W2964199361","https://openalex.org/W3098561233","https://openalex.org/W4289761856","https://openalex.org/W6674385629","https://openalex.org/W6677580257","https://openalex.org/W6713878296","https://openalex.org/W6746698991","https://openalex.org/W6753146606"],"related_works":["https://openalex.org/W2537963312","https://openalex.org/W2066003895","https://openalex.org/W2537762514","https://openalex.org/W2349788282","https://openalex.org/W577271088","https://openalex.org/W2120801881","https://openalex.org/W1982853263","https://openalex.org/W1974473538","https://openalex.org/W2020010749","https://openalex.org/W2275585136"],"abstract_inverted_index":{"Capacitive":[0],"sensing":[1,37],"offers":[2],"new":[3],"possibilities":[4],"for":[5,22,29,61,85,111],"HMI":[6],"product":[7],"development.":[8],"Its":[9],"short":[10],"range":[11],"of":[12,51],"interaction":[13,43,56],"entails":[14],"robustness":[15],"against":[16],"environmental":[17],"noise":[18],"and":[19,54],"its":[20],"flexibility":[21],"integration":[23],"makes":[24],"it":[25],"a":[26,62,96,107],"genuine":[27],"technology":[28],"embedded":[30,112],"systems.":[31],"In":[32,91],"the":[33,48],"automotive":[34,113],"context,":[35],"capacitive":[36],"is":[38],"explicitly":[39],"devoted":[40],"to":[41],"driver":[42],"with":[44,74,87],"car":[45],"functionalities.":[46],"However,":[47],"increasing":[49],"complexity":[50],"captured":[52],"signals":[53],"related":[55],"procedures":[57],"impose":[58],"severe":[59],"difficulties":[60],"classic":[63],"modelling":[64],"approach.":[65],"Neural":[66],"networks":[67,80],"have":[68],"demonstrated":[69],"unbeatable":[70],"performance":[71,84],"in":[72],"tasks":[73,86],"abundant":[75],"data.":[76],"Specifically,":[77],"recurrent":[78],"neural":[79],"(RNNs)":[81],"show":[82],"excellent":[83],"inherent":[88],"temporal":[89],"structure.":[90],"this":[92],"article,":[93],"we":[94],"develop":[95],"capacitive-sensing":[97],"module":[98],"that":[99],"includes":[100],"RNN-based":[101],"dynamic":[102],"gesture":[103],"recognition,":[104],"which":[105],"has":[106],"suitable":[108],"implementation":[109],"size":[110],"applications.":[114]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
