{"id":"https://openalex.org/W3088031199","doi":"https://doi.org/10.1109/access.2020.3026392","title":"Driving Stability Analysis Using Naturalistic Driving Data With Random Matrix Theory","display_name":"Driving Stability Analysis Using Naturalistic Driving Data With Random Matrix Theory","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3088031199","doi":"https://doi.org/10.1109/access.2020.3026392","mag":"3088031199"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3026392","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3026392","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09205240.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09205240.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101397588","display_name":"Kai Song","orcid":"https://orcid.org/0000-0002-8088-1658"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kai Song","raw_affiliation_strings":["School of Electronics and Information Engineering, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-8088-1658","affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115589611","display_name":"Fuqiang Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fuqiang Liu","raw_affiliation_strings":["School of Electronics and Information Engineering, Tongji University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100406988","display_name":"Chao Wang","orcid":"https://orcid.org/0000-0002-4548-3697"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Wang","raw_affiliation_strings":["School of Electronics and Information Engineering, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-4548-3697","affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100338672","display_name":"Ping Wang","orcid":"https://orcid.org/0000-0002-6917-6050"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Wang","raw_affiliation_strings":["School of Electronics and Information Engineering, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-6917-6050","affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100770003","display_name":"Geyong Min","orcid":"https://orcid.org/0000-0003-1395-7314"},"institutions":[{"id":"https://openalex.org/I23923803","display_name":"University of Exeter","ror":"https://ror.org/03yghzc09","country_code":"GB","type":"education","lineage":["https://openalex.org/I23923803"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Geyong Min","raw_affiliation_strings":["College of Engineering, Mathematics and Physical Sciences, University of Exeter, Exeter, U.K"],"raw_orcid":"https://orcid.org/0000-0003-1395-7314","affiliations":[{"raw_affiliation_string":"College of Engineering, Mathematics and Physical Sciences, University of Exeter, Exeter, U.K","institution_ids":["https://openalex.org/I23923803"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101397588"],"corresponding_institution_ids":["https://openalex.org/I116953780"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.1305,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.50351759,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"8","issue":null,"first_page":"175521","last_page":"175534"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9943000078201294,"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/computer-science","display_name":"Computer science","score":0.7613090872764587},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.6528085470199585},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.5036501288414001},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.4240036606788635},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41760313510894775},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3552906811237335},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11140382289886475},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.09731870889663696}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7613090872764587},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.6528085470199585},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.5036501288414001},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.4240036606788635},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41760313510894775},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3552906811237335},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11140382289886475},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.09731870889663696},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3026392","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3026392","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09205240.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a13e587e7bb740fdb7ff6310a9f9b865","is_oa":true,"landing_page_url":"https://doaj.org/article/a13e587e7bb740fdb7ff6310a9f9b865","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 175521-175534 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3026392","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3026392","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09205240.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5884645612","display_name":"\u9762\u5411\u591a\u7528\u6237\u7ec8\u7aef\u76f4\u901a\u7cfb\u7edf\u7684\u4e2d\u7ee7\u7f51\u7edc\u534f\u540c\u4f20\u8f93\u6280\u672f\u7814\u7a76","funder_award_id":"61771343","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7185348538","display_name":null,"funder_award_id":"61331009","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":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3088031199.pdf","grobid_xml":"https://content.openalex.org/works/W3088031199.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W173206510","https://openalex.org/W1532868442","https://openalex.org/W1586554030","https://openalex.org/W1673310716","https://openalex.org/W1897729025","https://openalex.org/W1932472321","https://openalex.org/W1965578057","https://openalex.org/W1982121300","https://openalex.org/W1994231597","https://openalex.org/W2018690964","https://openalex.org/W2023835067","https://openalex.org/W2038746572","https://openalex.org/W2056023396","https://openalex.org/W2060797806","https://openalex.org/W2084246939","https://openalex.org/W2098105074","https://openalex.org/W2098397742","https://openalex.org/W2105187784","https://openalex.org/W2105834663","https://openalex.org/W2108196201","https://openalex.org/W2108420148","https://openalex.org/W2109799648","https://openalex.org/W2134186144","https://openalex.org/W2137616317","https://openalex.org/W2139203131","https://openalex.org/W2139728973","https://openalex.org/W2156557762","https://openalex.org/W2164644048","https://openalex.org/W2172717914","https://openalex.org/W2174602916","https://openalex.org/W2197811183","https://openalex.org/W2200971133","https://openalex.org/W2337693858","https://openalex.org/W2401699394","https://openalex.org/W2438413413","https://openalex.org/W2510555975","https://openalex.org/W2528496120","https://openalex.org/W2551998657","https://openalex.org/W2554310451","https://openalex.org/W2566837273","https://openalex.org/W2587098040","https://openalex.org/W2679723396","https://openalex.org/W2736482555","https://openalex.org/W2802508687","https://openalex.org/W2963535483","https://openalex.org/W2990170267","https://openalex.org/W3019397229","https://openalex.org/W3102084221","https://openalex.org/W3105989638","https://openalex.org/W4244896014","https://openalex.org/W6631757105","https://openalex.org/W6637131181","https://openalex.org/W6712957747"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"Driving":[0],"behavior":[1,124],"analysis":[2,125],"has":[3],"diverse":[4],"applications":[5],"in":[6,25,95,100],"intelligent":[7],"transportation":[8],"systems":[9],"(ITSs).":[10],"The":[11,106],"naturalistic":[12,51],"driving":[13,29,48,52,72,123,135],"data":[14,73,76],"potentially":[15],"contain":[16],"rich":[17],"information":[18],"regarding":[19],"human":[20],"drivers'":[21],"habits":[22],"and":[23,27,74,86,103,140],"skills":[24],"practical":[26,113],"natural":[28],"conditions.":[30],"But":[31],"mining":[32],"knowledge":[33],"from":[34],"them":[35],"is":[36,116,138],"challenging.":[37],"In":[38],"this":[39],"paper,":[40],"we":[41],"propose":[42],"a":[43,82,93,112,122],"novel":[44],"approach":[45],"for":[46],"analyzing":[47],"stability":[49,136],"using":[50],"data.":[53],"Our":[54],"method":[55,110],"can":[56],"extract":[57],"features,":[58,121],"based":[59],"on":[60,111],"the":[61,67,75,89,119],"random":[62],"matrix":[63],"theory,":[64],"to":[65,132],"reflect":[66],"statistical":[68],"difference":[69],"between":[70],"actual":[71],"that":[77,127],"would":[78],"be":[79],"generated":[80],"by":[81],"theoretically":[83],"ideal":[84],"driver,":[85],"thus":[87],"imply":[88],"skillful":[90],"level":[91],"of":[92,97,108],"driver":[94],"terms":[96],"vehicle":[98],"control":[99],"both":[101],"longitudinal":[102],"lateral":[104],"directions.":[105],"execution":[107],"our":[109],"ITS":[114],"dataset":[115],"conducted.":[117],"Using":[118],"extracted":[120],"application":[126],"partitions":[128],"drivers":[129],"into":[130],"clusters":[131],"identify":[133],"common":[134],"characteristics":[137],"demonstrated":[139],"discussed.":[141]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-06T09:05:17.133730","created_date":"2025-10-10T00:00:00"}
