{"id":"https://openalex.org/W4411550809","doi":"https://doi.org/10.1109/tits.2025.3578075","title":"Cross-Scenario Vigilance Detection Based on EEG Analysis for Safety Driving in Autonomous","display_name":"Cross-Scenario Vigilance Detection Based on EEG Analysis for Safety Driving in Autonomous","publication_year":2025,"publication_date":"2025-06-23","ids":{"openalex":"https://openalex.org/W4411550809","doi":"https://doi.org/10.1109/tits.2025.3578075"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2025.3578075","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2025.3578075","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation Systems","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/A5054662042","display_name":"Dingcheng Gao","orcid":"https://orcid.org/0000-0003-0764-0177"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dingcheng Gao","raw_affiliation_strings":["Department of Electronics Engineering, Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0764-0177","affiliations":[{"raw_affiliation_string":"Department of Electronics Engineering, Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101459082","display_name":"Xiaoming Tao","orcid":"https://orcid.org/0000-0002-8763-9338"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoming Tao","raw_affiliation_strings":["Department of Electronics Engineering, Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-8763-9338","affiliations":[{"raw_affiliation_string":"Department of Electronics Engineering, Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007297993","display_name":"Xia Wu","orcid":"https://orcid.org/0000-0002-2377-6093"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xia Wu","raw_affiliation_strings":["School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-2377-6093","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038616235","display_name":"Bing Du","orcid":"https://orcid.org/0000-0002-4081-6368"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing Du","raw_affiliation_strings":["School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-4081-6368","affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028431795","display_name":"Yanjun Qin","orcid":"https://orcid.org/0000-0001-5011-8697"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanjun Qin","raw_affiliation_strings":["Department of Electronics Engineering, Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-5011-8697","affiliations":[{"raw_affiliation_string":"Department of Electronics Engineering, Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113500935","display_name":"Jianhua Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianhua Lu","raw_affiliation_strings":["Department of Electronics Engineering, Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics Engineering, Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12479564,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"26","issue":"8","first_page":"11404","last_page":"11419"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11357","display_name":"Risk and Safety Analysis","score":0.9340000152587891,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11357","display_name":"Risk and Safety Analysis","score":0.9340000152587891,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9136000275611877,"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/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9021000266075134,"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/vigilance","display_name":"Vigilance (psychology)","score":0.851648211479187},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7017699480056763},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4931187331676483},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3391724228858948},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.22701582312583923},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.12590950727462769},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.11959215998649597}],"concepts":[{"id":"https://openalex.org/C192769605","wikidata":"https://www.wikidata.org/wiki/Q1418914","display_name":"Vigilance (psychology)","level":2,"score":0.851648211479187},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7017699480056763},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4931187331676483},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3391724228858948},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.22701582312583923},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.12590950727462769},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.11959215998649597}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2025.3578075","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2025.3578075","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5585223276","display_name":null,"funder_award_id":"61925105","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G868798992","display_name":null,"funder_award_id":"NSFC 62227801","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":75,"referenced_works":["https://openalex.org/W772526079","https://openalex.org/W1605987786","https://openalex.org/W1964195194","https://openalex.org/W1967157241","https://openalex.org/W1974023945","https://openalex.org/W2013875510","https://openalex.org/W2014815679","https://openalex.org/W2018120351","https://openalex.org/W2037728917","https://openalex.org/W2045033781","https://openalex.org/W2050107338","https://openalex.org/W2066227468","https://openalex.org/W2066877763","https://openalex.org/W2068494370","https://openalex.org/W2076167842","https://openalex.org/W2081420711","https://openalex.org/W2107597745","https://openalex.org/W2118166874","https://openalex.org/W2127846949","https://openalex.org/W2128495200","https://openalex.org/W2146182319","https://openalex.org/W2146540123","https://openalex.org/W2170986858","https://openalex.org/W2249637980","https://openalex.org/W2411632744","https://openalex.org/W2421101021","https://openalex.org/W2433803045","https://openalex.org/W2525948926","https://openalex.org/W2540137496","https://openalex.org/W2558193840","https://openalex.org/W2559463885","https://openalex.org/W2739760705","https://openalex.org/W2743916180","https://openalex.org/W2750254956","https://openalex.org/W2776654602","https://openalex.org/W2782522902","https://openalex.org/W2890363742","https://openalex.org/W2908578648","https://openalex.org/W2911256521","https://openalex.org/W2911337763","https://openalex.org/W2913872323","https://openalex.org/W2958460887","https://openalex.org/W2979746864","https://openalex.org/W2996169561","https://openalex.org/W3000603942","https://openalex.org/W3034577429","https://openalex.org/W3041698047","https://openalex.org/W3082991148","https://openalex.org/W3158549832","https://openalex.org/W3172153656","https://openalex.org/W3177318507","https://openalex.org/W3200600885","https://openalex.org/W3216389778","https://openalex.org/W4205999109","https://openalex.org/W4226434989","https://openalex.org/W4229926770","https://openalex.org/W4230797216","https://openalex.org/W4249261707","https://openalex.org/W4283661075","https://openalex.org/W4289877931","https://openalex.org/W4310441367","https://openalex.org/W4312597583","https://openalex.org/W4313156423","https://openalex.org/W4319934143","https://openalex.org/W4389897695","https://openalex.org/W4391331307","https://openalex.org/W4399370032","https://openalex.org/W4404576998","https://openalex.org/W6677585617","https://openalex.org/W6685627644","https://openalex.org/W6761628794","https://openalex.org/W6764679822","https://openalex.org/W6776048684","https://openalex.org/W6777157421","https://openalex.org/W6795475546"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2171425842","https://openalex.org/W2387670878","https://openalex.org/W2049048568","https://openalex.org/W2064261382","https://openalex.org/W1997366550","https://openalex.org/W2112335377","https://openalex.org/W2893704578"],"abstract_inverted_index":{"Safety":[0],"driver":[1],"vigilance":[2,28,43,161],"is":[3,34,71,129,227],"a":[4,58,157,262],"prerequisite":[5],"for":[6,110,159],"the":[7,36,74,83,94,105,118,138,148,183,191,197,220,230,241,244,255],"safe":[8],"operation":[9],"of":[10,85,96,108,120,150,164,187,193,200,217,243,257],"autonomous":[11,68],"vehicles.":[12,69],"In":[13],"contrast":[14],"to":[15,73,126,136,253],"vehicle":[16],"behavioral":[17],"trajectory":[18],"detection,":[19],"which":[20,226],"suffers":[21],"from":[22,123,261],"high":[23],"latency":[24],"and":[25,39,82,93,143,152,171,247,250],"low":[26,75],"accuracy,":[27],"detection":[29,162],"based":[30],"on":[31,219],"physiological":[32],"signals":[33],"currently":[35],"most":[37],"reliable":[38],"accurate":[40],"method.":[41],"While":[42],"monitoring":[44,111],"methods":[45],"using":[46],"electroencephalograms":[47],"(EEG)":[48],"have":[49,98],"made":[50],"considerable":[51],"progress":[52,100],"in":[53,61,78,101,112],"experimental":[54,113,142],"scenarios,":[55],"they":[56],"remain":[57],"challenging":[59],"problem":[60],"scenario-constrained":[62],"conditions,":[63],"such":[64],"as":[65],"high-speed":[66],"moving":[67],"This":[70],"due":[72],"signal-to-noise":[76],"ratio":[77],"EEG":[79,109,160,188,201],"signal":[80],"acquisition":[81,91],"difficulty":[84],"real-time":[86],"processing.":[87],"Moreover,":[88],"cumbersome":[89],"data":[90],"processes":[92],"challenges":[95],"labeling":[97],"hindered":[99],"this":[102,133],"area.":[103],"Given":[104],"successful":[106],"use":[107],"settings,":[114],"we":[115,155,239],"believe":[116],"that":[117,209],"transfer":[119,248],"knowledge":[121],"learned":[122],"these":[124],"scenarios":[125,145],"new":[127],"contexts":[128],"reasonably":[130],"feasible.":[131],"Thus,":[132],"work":[134],"aims":[135],"bridge":[137],"domain":[139],"gap":[140],"between":[141],"real-world":[144],"while":[146],"balancing":[147],"number":[149,192],"channels":[151,194,202],"accuracy.":[153],"Specifically,":[154],"propose":[156],"framework":[158,181],"capable":[163],"<bold":[165,168,172,176],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[166,169,173,177],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">C</b>ross-scenario,":[167],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">C</b>ross-subject,":[170],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">C</b>ross-device,":[174],"called":[175],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">CCC</b>.":[178],"The":[179,206],"proposed":[180,211,259],"leverages":[182],"standard":[184],"montage":[185],"structure":[186],"channels,":[189],"reducing":[190],"by":[195,233],"considering":[196],"common":[198],"regions":[199],"across":[203],"different":[204],"scenarios.":[205],"results":[207],"show":[208],"our":[210,258],"model":[212],"achieves":[213],"an":[214],"average":[215],"accuracy":[216],"86.20%":[218],"SEED-VIG":[221],"dataset":[222],"with":[223],"12":[224],"subjects,":[225],"higher":[228],"than":[229],"82.21%":[231],"achieved":[232],"state-of-the-art":[234],"deep":[235],"learning":[236],"approaches.":[237],"Finally,":[238],"investigate":[240],"role":[242],"attention":[245],"mechanism":[246],"learning,":[249],"further":[251],"attempt":[252],"explain":[254],"advantages":[256],"approach":[260],"visualization":[263],"perspective.":[264]},"counts_by_year":[],"updated_date":"2026-06-20T22:02:38.213706","created_date":"2025-10-10T00:00:00"}