{"id":"https://openalex.org/W4396753492","doi":"https://doi.org/10.1109/jiot.2024.3398023","title":"A Cooperative Vehicle-Road System for Anomaly Detection on Vehicle Tracks With Augmented Intelligence of Things","display_name":"A Cooperative Vehicle-Road System for Anomaly Detection on Vehicle Tracks With Augmented Intelligence of Things","publication_year":2024,"publication_date":"2024-05-08","ids":{"openalex":"https://openalex.org/W4396753492","doi":"https://doi.org/10.1109/jiot.2024.3398023"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3398023","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3398023","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5100398037","display_name":"Yuxin Zhang","orcid":"https://orcid.org/0000-0002-8403-0893"},"institutions":[{"id":"https://openalex.org/I111753288","display_name":"Fujian Normal University","ror":"https://ror.org/020azk594","country_code":"CN","type":"education","lineage":["https://openalex.org/I111753288"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxin Zhang","raw_affiliation_strings":["College of Computer and Cyber Security, Fujian Provincial Key Laboratory of Network Security and Cryptology, Fujian Normal University, Fuzhou, China","Fujian Provincial Key Laboratory of Network Security and Cryptology, College of Computer and Cyber Security, Fujian Normal University, Fuzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Cyber Security, Fujian Provincial Key Laboratory of Network Security and Cryptology, Fujian Normal University, Fuzhou, China","institution_ids":["https://openalex.org/I111753288"]},{"raw_affiliation_string":"Fujian Provincial Key Laboratory of Network Security and Cryptology, College of Computer and Cyber Security, Fujian Normal University, Fuzhou, China","institution_ids":["https://openalex.org/I111753288"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055176283","display_name":"Limei Lin","orcid":"https://orcid.org/0000-0001-7227-6258"},"institutions":[{"id":"https://openalex.org/I111753288","display_name":"Fujian Normal University","ror":"https://ror.org/020azk594","country_code":"CN","type":"education","lineage":["https://openalex.org/I111753288"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Limei Lin","raw_affiliation_strings":["College of Computer and Cyber Security, Fujian Provincial Key Laboratory of Network Security and Cryptology, Fujian Normal University, Fuzhou, China","Fujian Provincial Key Laboratory of Network Security and Cryptology, College of Computer and Cyber Security, Fujian Normal University, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-7227-6258","affiliations":[{"raw_affiliation_string":"College of Computer and Cyber Security, Fujian Provincial Key Laboratory of Network Security and Cryptology, Fujian Normal University, Fuzhou, China","institution_ids":["https://openalex.org/I111753288"]},{"raw_affiliation_string":"Fujian Provincial Key Laboratory of Network Security and Cryptology, College of Computer and Cyber Security, Fujian Normal University, Fuzhou, China","institution_ids":["https://openalex.org/I111753288"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078667775","display_name":"Yanze Huang","orcid":"https://orcid.org/0000-0002-9468-8701"},"institutions":[{"id":"https://openalex.org/I83791580","display_name":"Fujian University of Technology","ror":"https://ror.org/03c8fdb16","country_code":"CN","type":"education","lineage":["https://openalex.org/I83791580"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanze Huang","raw_affiliation_strings":["School of Computer Science and Mathematics, Fujian University of Technology, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-9468-8701","affiliations":[{"raw_affiliation_string":"School of Computer Science and Mathematics, Fujian University of Technology, Fuzhou, China","institution_ids":["https://openalex.org/I83791580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071576870","display_name":"Xiaoding Wang","orcid":"https://orcid.org/0000-0002-0494-3538"},"institutions":[{"id":"https://openalex.org/I107851509","display_name":"Chinese Academy of Tropical Agricultural Sciences","ror":"https://ror.org/003qeh975","country_code":"CN","type":"government","lineage":["https://openalex.org/I107851509","https://openalex.org/I4210127390","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I111753288","display_name":"Fujian Normal University","ror":"https://ror.org/020azk594","country_code":"CN","type":"education","lineage":["https://openalex.org/I111753288"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoding Wang","raw_affiliation_strings":["College of Computer and Cyber Security, Fujian Provincial Key Laboratory of Network Security and Cryptology, Fujian Normal University, Fuzhou, China","Institute of Tropical Bioscience and Biotechnology, National Key Laboratory for Tropical Crop Breeding, Chinese Academy of Tropical Agricultural Sciences, Sanya, China","Fujian Provincial Key Laboratory of Network Security and Cryptology, College of Computer and Cyber Security, Fujian Normal University, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-0494-3538","affiliations":[{"raw_affiliation_string":"College of Computer and Cyber Security, Fujian Provincial Key Laboratory of Network Security and Cryptology, Fujian Normal University, Fuzhou, China","institution_ids":["https://openalex.org/I111753288"]},{"raw_affiliation_string":"Institute of Tropical Bioscience and Biotechnology, National Key Laboratory for Tropical Crop Breeding, Chinese Academy of Tropical Agricultural Sciences, Sanya, China","institution_ids":["https://openalex.org/I107851509"]},{"raw_affiliation_string":"Fujian Provincial Key Laboratory of Network Security and Cryptology, College of Computer and Cyber Security, Fujian Normal University, Fuzhou, China","institution_ids":["https://openalex.org/I111753288"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103047340","display_name":"Sun\u2010Yuan Hsieh","orcid":"https://orcid.org/0000-0003-4746-3179"},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Sun-Yuan Hsieh","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Cheng Kung University, Tainan, Taiwan"],"raw_orcid":"https://orcid.org/0000-0003-4746-3179","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Cheng Kung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041854978","display_name":"Thippa Reddy Gadekallu","orcid":"https://orcid.org/0000-0003-0097-801X"},"institutions":[{"id":"https://openalex.org/I110360157","display_name":"Lovely Professional University","ror":"https://ror.org/00et6q107","country_code":"IN","type":"education","lineage":["https://openalex.org/I110360157"]},{"id":"https://openalex.org/I1284762954","display_name":"Zhejiang A & F University","ror":"https://ror.org/02vj4rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I1284762954"]},{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["CN","IN"],"is_corresponding":false,"raw_author_name":"Thippa Reddy Gadekallu","raw_affiliation_strings":["College of Mathematics and Computer Science, Zhejiang A&#x0026;F University, Hangzhou, China","Center of Research Impact and Outcome, Chitkara University, Punjab, India","Division of Research and Development, Lovely Professional University, Phagwara, India"],"raw_orcid":"https://orcid.org/0000-0003-0097-801X","affiliations":[{"raw_affiliation_string":"College of Mathematics and Computer Science, Zhejiang A&#x0026;F University, Hangzhou, China","institution_ids":["https://openalex.org/I1284762954"]},{"raw_affiliation_string":"Center of Research Impact and Outcome, Chitkara University, Punjab, India","institution_ids":["https://openalex.org/I74319210"]},{"raw_affiliation_string":"Division of Research and Development, Lovely Professional University, Phagwara, India","institution_ids":["https://openalex.org/I110360157"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047578139","display_name":"Md. Jalil Piran","orcid":"https://orcid.org/0000-0003-3229-6785"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Md. JalilPiran","raw_affiliation_strings":["Department of Computer Science and Engineering, Sejong University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0003-3229-6785","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Sejong University, Seoul, South Korea","institution_ids":["https://openalex.org/I28777354"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.6731,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.9071352,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"11","issue":"22","first_page":"35975","last_page":"35988"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9789999723434448,"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"}},{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9599000215530396,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/computer-science","display_name":"Computer science","score":0.709629476070404},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6094294786453247},{"id":"https://openalex.org/keywords/vehicle-tracking-system","display_name":"Vehicle tracking system","score":0.4881230294704437},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.4689925014972687},{"id":"https://openalex.org/keywords/vehicle-information-and-communication-system","display_name":"Vehicle Information and Communication System","score":0.41750848293304443},{"id":"https://openalex.org/keywords/vehicle-dynamics","display_name":"Vehicle dynamics","score":0.4121324419975281},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3997052311897278},{"id":"https://openalex.org/keywords/road-traffic","display_name":"Road traffic","score":0.3779488801956177},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29793989658355713},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.22233155369758606},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.19171541929244995},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1257653832435608},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.11590507626533508}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.709629476070404},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6094294786453247},{"id":"https://openalex.org/C84119951","wikidata":"https://www.wikidata.org/wiki/Q3498530","display_name":"Vehicle tracking system","level":3,"score":0.4881230294704437},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.4689925014972687},{"id":"https://openalex.org/C146799927","wikidata":"https://www.wikidata.org/wiki/Q4420920","display_name":"Vehicle Information and Communication System","level":3,"score":0.41750848293304443},{"id":"https://openalex.org/C79487989","wikidata":"https://www.wikidata.org/wiki/Q934680","display_name":"Vehicle dynamics","level":2,"score":0.4121324419975281},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3997052311897278},{"id":"https://openalex.org/C2985695025","wikidata":"https://www.wikidata.org/wiki/Q4323994","display_name":"Road traffic","level":2,"score":0.3779488801956177},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29793989658355713},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.22233155369758606},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.19171541929244995},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1257653832435608},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.11590507626533508}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2024.3398023","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3398023","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1972098169","display_name":"\u57fa\u4e8e\u4e92\u8fde\u7f51\u7edc\u7684\u591a\u5904\u7406\u673a\u7cfb\u7edf\u968f\u673a\u578b\u53ef\u9760\u6027\u7814\u7a76","funder_award_id":"2021J05228","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G3427569034","display_name":null,"funder_award_id":"62102088","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4481851352","display_name":null,"funder_award_id":"62171132","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4875579843","display_name":null,"funder_award_id":"U1905211","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8315046006","display_name":null,"funder_award_id":"171061","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"},{"id":"https://openalex.org/F4320321878","display_name":"Natural Science Foundation of Fujian Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1932781435","https://openalex.org/W2022322548","https://openalex.org/W2046253692","https://openalex.org/W2069153192","https://openalex.org/W2133299088","https://openalex.org/W2364253014","https://openalex.org/W2587286967","https://openalex.org/W2741114205","https://openalex.org/W2756203131","https://openalex.org/W2808544127","https://openalex.org/W2901504064","https://openalex.org/W2944250323","https://openalex.org/W2953426785","https://openalex.org/W2963486145","https://openalex.org/W2983576094","https://openalex.org/W2998269939","https://openalex.org/W3000577518","https://openalex.org/W3023371261","https://openalex.org/W3027983943","https://openalex.org/W3030935614","https://openalex.org/W3040266635","https://openalex.org/W3089283090","https://openalex.org/W3103720336","https://openalex.org/W3133518153","https://openalex.org/W3134210100","https://openalex.org/W3135550350","https://openalex.org/W3206326321","https://openalex.org/W4280583060","https://openalex.org/W4299611077","https://openalex.org/W4320015794","https://openalex.org/W4389076478","https://openalex.org/W6763324549","https://openalex.org/W6772776185","https://openalex.org/W6779518175","https://openalex.org/W6784694379"],"related_works":["https://openalex.org/W2001943318","https://openalex.org/W638392331","https://openalex.org/W4396506299","https://openalex.org/W2108735200","https://openalex.org/W2808957989","https://openalex.org/W2612664415","https://openalex.org/W2188560650","https://openalex.org/W631024617","https://openalex.org/W2144979890","https://openalex.org/W4320879016"],"abstract_inverted_index":{"The":[0,185],"Augmented":[1],"Intelligence":[2],"of":[3,17,33,89,145,165,174,198,218,228],"Things":[4,18],"(AIoT)":[5],"is":[6,149],"an":[7,62],"emerging":[8],"technology":[9],"that":[10,189],"combines":[11],"augmented":[12,80],"intelligence":[13,81],"with":[14,122,136,215],"the":[15,31,47,67,95,106,120,129,137,142,152,157,163,175,196,226],"Internet":[16],"(IoT)":[19],"to":[20,45,61,83,132],"facilitate":[21],"advanced":[22],"decision-making":[23],"processes.":[24],"In":[25,203],"this":[26],"paper,":[27],"we":[28,93,104,170,205],"focus":[29],"on":[30,210],"detection":[32,88,168],"vehicle":[34,72],"trajectory":[35,73,90,234],"anomalies":[36,235],"in":[37,195,232,236],"a":[38,77,100,115],"vehicle-road":[39],"collaboration":[40,56],"system":[41],"by":[42,59],"AIoT,":[43],"aiming":[44],"improve":[46],"traffic":[48,96,213,238],"safety":[49],"and":[50,86,156,220],"road":[51,97],"operation":[52],"efficiency.":[53],"We":[54,75],"transmit":[55],"data":[57,69],"collected":[58],"sensors":[60],"IoT":[63],"server,":[64],"which":[65],"enables":[66],"effective":[68],"analysis":[70],"for":[71,110],"information.":[74],"propose":[76],"self-supervised":[78],"learning":[79,154,159,183],"algorithm":[82],"achieve":[84],"precise":[85],"efficient":[87],"anomalies.":[91],"First,":[92],"models":[94],"network":[98],"as":[99,128],"topology":[101],"graph.":[102],"Subsequently,":[103],"sample":[105],"relevant":[107],"subgraph":[108],"contexts":[109],"each":[111,146],"target":[112,138,147],"node":[113,148],"through":[114,151],"random":[116],"walk":[117],"algorithm.":[118],"And":[119],"subgraphs":[121],"higher":[123],"intimacy":[124],"scores":[125],"are":[126],"selected":[127],"contextual":[130],"background":[131],"be":[133],"input":[134],"along":[135],"node.":[139],"After":[140],"that,":[141],"anomaly":[143,167,201],"score":[144],"computed":[150],"generative":[153],"module":[155],"contrastive":[158],"module.":[160],"To":[161],"evaluate":[162],"effectiveness":[164,227],"our":[166,190,208,229],"approach,":[169],"initially":[171],"conduct":[172],"pre-training":[173],"model":[176],"using":[177],"four":[178],"widely":[179],"utilized":[180],"graph":[181,200],"machine":[182],"datasets.":[184],"experimental":[186],"results":[187],"reveal":[188],"approach":[191,209,231],"surpasses":[192],"previous":[193],"methods":[194],"accuracy":[197],"identifying":[199],"nodes.":[202],"addition,":[204],"carry":[206],"out":[207],"two":[211],"real":[212,237],"datasets":[214],"high":[216],"accuracies":[217],"86.47%":[219],"85.2%,":[221],"respectively.":[222],"This":[223],"result":[224],"demonstrates":[225],"proposed":[230],"detecting":[233],"scenarios.":[239]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
