{"id":"https://openalex.org/W3120055928","doi":"https://doi.org/10.1109/iv47402.2020.9304817","title":"Heavy Truck Driver's Drowsiness Detection Method Using Wearable EEG Based on Convolution Neural Network","display_name":"Heavy Truck Driver's Drowsiness Detection Method Using Wearable EEG Based on Convolution Neural Network","publication_year":2020,"publication_date":"2020-10-19","ids":{"openalex":"https://openalex.org/W3120055928","doi":"https://doi.org/10.1109/iv47402.2020.9304817","mag":"3120055928"},"language":"en","primary_location":{"id":"doi:10.1109/iv47402.2020.9304817","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iv47402.2020.9304817","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Intelligent Vehicles Symposium (IV)","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/A5057598821","display_name":"Miankuan Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Miankuan Zhu","raw_affiliation_strings":["School of Information Science and Technology, Southwest Jiaotong University, Chengdu","[School of Information Science and Technology, Southwest Jiaotong University Chengdu]"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Southwest Jiaotong University, Chengdu","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"[School of Information Science and Technology, Southwest Jiaotong University Chengdu]","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012480157","display_name":"Fujian Liang","orcid":"https://orcid.org/0000-0002-5853-7324"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fujian Liang","raw_affiliation_strings":["School of Information Science and Technology, Southwest Jiaotong University, Chengdu","[School of Information Science and Technology, Southwest Jiaotong University Chengdu]"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Southwest Jiaotong University, Chengdu","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"[School of Information Science and Technology, Southwest Jiaotong University Chengdu]","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010122735","display_name":"Di Yao","orcid":"https://orcid.org/0000-0001-5262-7030"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Di Yao","raw_affiliation_strings":["School of Information Science and Technology, Southwest Jiaotong University, Chengdu","[School of Information Science and Technology, Southwest Jiaotong University Chengdu]"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Southwest Jiaotong University, Chengdu","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"[School of Information Science and Technology, Southwest Jiaotong University Chengdu]","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072159453","display_name":"Jiang\u2010Fan Chen","orcid":"https://orcid.org/0000-0002-0446-3956"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiangfan Chen","raw_affiliation_strings":["School of Information Science and Technology, Southwest Jiaotong University, Chengdu","[School of Information Science and Technology, Southwest Jiaotong University Chengdu]"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Southwest Jiaotong University, Chengdu","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"[School of Information Science and Technology, Southwest Jiaotong University Chengdu]","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100669173","display_name":"Haobo Li","orcid":"https://orcid.org/0000-0002-8464-9565"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haobo Li","raw_affiliation_strings":["School of Information Science and Technology, Southwest Jiaotong University, Chengdu","[School of Information Science and Technology, Southwest Jiaotong University Chengdu]"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Southwest Jiaotong University, Chengdu","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"[School of Information Science and Technology, Southwest Jiaotong University Chengdu]","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075171350","display_name":"Lei Han","orcid":"https://orcid.org/0000-0002-4839-1966"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Han","raw_affiliation_strings":["School of Information Science and Technology, Southwest Jiaotong University, Chengdu","[School of Information Science and Technology, Southwest Jiaotong University Chengdu]"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Southwest Jiaotong University, Chengdu","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"[School of Information Science and Technology, Southwest Jiaotong University Chengdu]","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101747102","display_name":"Yugang Liu","orcid":"https://orcid.org/0000-0001-6538-9983"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yugang Liu","raw_affiliation_strings":["School of Transportation and Logistics, Southwest Jiaotong University, Chengdu","School of Transportation and Logistics, Southwest Jiaotong University,Chengdu"],"affiliations":[{"raw_affiliation_string":"School of Transportation and Logistics, Southwest Jiaotong University, Chengdu","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"School of Transportation and Logistics, Southwest Jiaotong University,Chengdu","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002571973","display_name":"Zutao Zhang","orcid":"https://orcid.org/0000-0003-2641-2049"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zutao Zhang","raw_affiliation_strings":["School of Mechanical Engineering, Southwest Jiaotong University, Chengdu","School of Mechanical Engineering, Southwest Jiaotong University,Chengdu"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Southwest Jiaotong University, Chengdu","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"School of Mechanical Engineering, Southwest Jiaotong University,Chengdu","institution_ids":["https://openalex.org/I4800084"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5057598821"],"corresponding_institution_ids":["https://openalex.org/I4800084"],"apc_list":null,"apc_paid":null,"fwci":1.025,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.78718755,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"195","last_page":"201"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9728999733924866,"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/T12006","display_name":"Ergonomics and Musculoskeletal Disorders","score":0.9365000128746033,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/truck","display_name":"Truck","score":0.7691569328308105},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.686447024345398},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6690747737884521},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6339654326438904},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6190950870513916},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.5821354389190674},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.5547180771827698},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.548098623752594},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.49175432324409485},{"id":"https://openalex.org/keywords/alarm","display_name":"ALARM","score":0.47099488973617554},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.4396369159221649},{"id":"https://openalex.org/keywords/warning-system","display_name":"Warning system","score":0.4351285398006439},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4201815724372864},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4198128879070282},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.2754034996032715},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2713661789894104},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.21088117361068726},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07960847020149231}],"concepts":[{"id":"https://openalex.org/C52121051","wikidata":"https://www.wikidata.org/wiki/Q43193","display_name":"Truck","level":2,"score":0.7691569328308105},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.686447024345398},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6690747737884521},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6339654326438904},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6190950870513916},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.5821354389190674},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.5547180771827698},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.548098623752594},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.49175432324409485},{"id":"https://openalex.org/C2779119184","wikidata":"https://www.wikidata.org/wiki/Q294350","display_name":"ALARM","level":2,"score":0.47099488973617554},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.4396369159221649},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.4351285398006439},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4201815724372864},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4198128879070282},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.2754034996032715},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2713661789894104},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.21088117361068726},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07960847020149231},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"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/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iv47402.2020.9304817","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iv47402.2020.9304817","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Intelligent Vehicles Symposium (IV)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6649958328","display_name":null,"funder_award_id":"51975490,51774241,51675451","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1996754940","https://openalex.org/W2017759392","https://openalex.org/W2022865296","https://openalex.org/W2045033781","https://openalex.org/W2058569601","https://openalex.org/W2077563416","https://openalex.org/W2083638830","https://openalex.org/W2097117768","https://openalex.org/W2140336646","https://openalex.org/W2147924864","https://openalex.org/W2153264364","https://openalex.org/W2158940042","https://openalex.org/W2163605009","https://openalex.org/W2172717914","https://openalex.org/W2414309931","https://openalex.org/W2509901229","https://openalex.org/W2514447793","https://openalex.org/W2594079185","https://openalex.org/W2618530766","https://openalex.org/W2800079895","https://openalex.org/W2896841774","https://openalex.org/W4214806317"],"related_works":["https://openalex.org/W3202969339","https://openalex.org/W4237513258","https://openalex.org/W1994410349","https://openalex.org/W3177028067","https://openalex.org/W1913385466","https://openalex.org/W2889342546","https://openalex.org/W2015048155","https://openalex.org/W4319302618","https://openalex.org/W1616854372","https://openalex.org/W2365317830"],"abstract_inverted_index":{"Heavy":[0],"truck":[1,20,50,118,179],"drivers":[2],"driving":[3,129,180],"trucks":[4],"under":[5],"the":[6,55,73,77,84,98,102,116,169,172],"situation":[7],"of":[8,41,80,171],"drowsiness":[9,22,52,81,134,174],"can":[10],"cause":[11],"serious":[12],"traffic":[13],"accidents.":[14],"In":[15],"this":[16],"paper,":[17],"a":[18,60,151],"heavy":[19,49,117,178],"driver's":[21,51],"detection":[23,53,175],"method":[24,39,125,176],"using":[25,46,140,157],"wearable":[26,47,62],"electroencephalographic":[27],"(EEG)":[28],"based":[29],"on":[30,128],"convolution":[31],"neural":[32,85,141],"network":[33,142],"(CNN)":[34],"is":[35,67,120],"proposed.":[36],"The":[37,124,136,163],"presented":[38],"consists":[40],"three":[42],"parts:":[43],"data":[44,131],"collection":[45],"EEG,":[48],"and":[54,71,90,109,156,165],"early":[56,103],"warning":[57,104],"strategy.":[58],"Firstly,":[59],"homemade":[61],"brain":[63],"computer":[64],"interface":[65],"(BCI)":[66],"used":[68],"to":[69,96],"monitor":[70],"collect":[72],"EEG":[74,99,130],"signals":[75],"in":[76,150],"simulation":[78,164],"environment":[79],"driving.":[82,135],"Secondly,":[83],"networks":[86],"with":[87,143],"Inception":[88,144],"module":[89,93,106,145,160],"improved":[91,158],"AlexNet":[92,159],"are":[94],"trained":[95],"classify":[97],"signals.":[100],"Finally,":[101],"strategy":[105],"will":[107,111],"function":[108],"it":[110],"sound":[112],"an":[113],"alarm":[114],"if":[115],"driver":[119],"judged":[121],"as":[122],"drowsy.":[123],"was":[126],"tested":[127],"from":[132],"simulated":[133],"results":[137,167],"show":[138],"that":[139],"reached":[146,161],"95.59%":[147],"correct":[148],"classification":[149],"one":[152],"second":[153],"time":[154],"window":[155],"94.68%.":[162],"test":[166],"demonstrate":[168],"feasibility":[170],"proposed":[173],"for":[177],"safety.":[181]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
