{"id":"https://openalex.org/W3195266085","doi":"https://doi.org/10.1109/tvt.2021.3105478","title":"Intelligent Traffic Network Control in the Era of Internet of Vehicles","display_name":"Intelligent Traffic Network Control in the Era of Internet of Vehicles","publication_year":2021,"publication_date":"2021-08-18","ids":{"openalex":"https://openalex.org/W3195266085","doi":"https://doi.org/10.1109/tvt.2021.3105478","mag":"3195266085"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2021.3105478","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2021.3105478","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Vehicular Technology","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/A5012119670","display_name":"Hanyu Zhu","orcid":"https://orcid.org/0000-0002-6800-269X"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]},{"id":"https://openalex.org/I4210147322","display_name":"Shanghai Institute of Microsystem and Information Technology","ror":"https://ror.org/04nytyj38","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210147322"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanyu Zhu","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, China","Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, China","University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-6800-269X","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]},{"raw_affiliation_string":"Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, China","institution_ids":["https://openalex.org/I4210147322"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100727972","display_name":"Zixin Wang","orcid":"https://orcid.org/0009-0007-7863-0298"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]},{"id":"https://openalex.org/I4210147322","display_name":"Shanghai Institute of Microsystem and Information Technology","ror":"https://ror.org/04nytyj38","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210147322"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zixin Wang","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, China","Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, China","University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]},{"raw_affiliation_string":"Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, China","institution_ids":["https://openalex.org/I4210147322"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091680038","display_name":"Fuqian Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]},{"id":"https://openalex.org/I4210147322","display_name":"Shanghai Institute of Microsystem and Information Technology","ror":"https://ror.org/04nytyj38","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210147322"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fuqian Yang","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, China","Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, China","University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]},{"raw_affiliation_string":"Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, China","institution_ids":["https://openalex.org/I4210147322"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041989556","display_name":"Yong Zhou","orcid":"https://orcid.org/0000-0002-7499-6256"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Zhou","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-7499-6256","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038510002","display_name":"Xiliang Luo","orcid":"https://orcid.org/0000-0003-3816-6789"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiliang Luo","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-3816-6789","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.7772,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.90436317,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"70","issue":"10","first_page":"9787","last_page":"9802"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/T10524","display_name":"Traffic control and management","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9991000294685364,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9984999895095825,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.7418455481529236},{"id":"https://openalex.org/keywords/traffic-congestion","display_name":"Traffic congestion","score":0.6460516452789307},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6446256637573242},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.602940022945404},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5193068385124207},{"id":"https://openalex.org/keywords/network-congestion","display_name":"Network congestion","score":0.479539155960083},{"id":"https://openalex.org/keywords/network-traffic-control","display_name":"Network traffic control","score":0.4581349194049835},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.44627222418785095},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.445800244808197},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.4341368079185486},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.43204301595687866},{"id":"https://openalex.org/keywords/floating-car-data","display_name":"Floating car data","score":0.4153089225292206},{"id":"https://openalex.org/keywords/traffic-generation-model","display_name":"Traffic generation model","score":0.4137857258319855},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3951471745967865},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.37569954991340637},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.26656532287597656},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18732032179832458},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.12913700938224792},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.08921626210212708},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08461660146713257}],"concepts":[{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.7418455481529236},{"id":"https://openalex.org/C2779888511","wikidata":"https://www.wikidata.org/wiki/Q244156","display_name":"Traffic congestion","level":2,"score":0.6460516452789307},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6446256637573242},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.602940022945404},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5193068385124207},{"id":"https://openalex.org/C195563490","wikidata":"https://www.wikidata.org/wiki/Q180368","display_name":"Network congestion","level":3,"score":0.479539155960083},{"id":"https://openalex.org/C201100257","wikidata":"https://www.wikidata.org/wiki/Q393287","display_name":"Network traffic control","level":3,"score":0.4581349194049835},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.44627222418785095},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.445800244808197},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.4341368079185486},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.43204301595687866},{"id":"https://openalex.org/C64093975","wikidata":"https://www.wikidata.org/wiki/Q356677","display_name":"Floating car data","level":3,"score":0.4153089225292206},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.4137857258319855},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3951471745967865},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.37569954991340637},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26656532287597656},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18732032179832458},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.12913700938224792},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.08921626210212708},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08461660146713257},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvt.2021.3105478","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2021.3105478","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Vehicular Technology","raw_type":"journal-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-167611","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-167611","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1619256854","display_name":"\u8f66\u8054\u7f51\u4e91\u96fe\u8ba1\u7b97\u534f\u540c\u7406\u8bba\u548c\u7b97\u6cd5\u7814\u7a76","funder_award_id":"61971286","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":59,"referenced_works":["https://openalex.org/W41554520","https://openalex.org/W1869778509","https://openalex.org/W1972314457","https://openalex.org/W1973692732","https://openalex.org/W1999371911","https://openalex.org/W2121863487","https://openalex.org/W2145339207","https://openalex.org/W2165150801","https://openalex.org/W2167109052","https://openalex.org/W2189949839","https://openalex.org/W2319660838","https://openalex.org/W2325932209","https://openalex.org/W2443379668","https://openalex.org/W2500258836","https://openalex.org/W2530263920","https://openalex.org/W2604427121","https://openalex.org/W2613020517","https://openalex.org/W2623491082","https://openalex.org/W2624924877","https://openalex.org/W2734335288","https://openalex.org/W2778143536","https://openalex.org/W2781577552","https://openalex.org/W2787938642","https://openalex.org/W2793054085","https://openalex.org/W2794842204","https://openalex.org/W2809329936","https://openalex.org/W2899771611","https://openalex.org/W2913230672","https://openalex.org/W2915117209","https://openalex.org/W2920836636","https://openalex.org/W2933570795","https://openalex.org/W2940719745","https://openalex.org/W2942145234","https://openalex.org/W2963024489","https://openalex.org/W2963864421","https://openalex.org/W2963923407","https://openalex.org/W2966132576","https://openalex.org/W2974997867","https://openalex.org/W2982801613","https://openalex.org/W3011019592","https://openalex.org/W3011425086","https://openalex.org/W3012538390","https://openalex.org/W3014174718","https://openalex.org/W3091885432","https://openalex.org/W3106357768","https://openalex.org/W3112334136","https://openalex.org/W4297336573","https://openalex.org/W4302570325","https://openalex.org/W6639086533","https://openalex.org/W6684205842","https://openalex.org/W6684921986","https://openalex.org/W6736372492","https://openalex.org/W6737707654","https://openalex.org/W6739193204","https://openalex.org/W6748839928","https://openalex.org/W6756040250","https://openalex.org/W6756764608","https://openalex.org/W6768182831","https://openalex.org/W6780226713"],"related_works":["https://openalex.org/W2374774854","https://openalex.org/W2410941711","https://openalex.org/W1550043390","https://openalex.org/W2587362999","https://openalex.org/W2329128924","https://openalex.org/W2141958076","https://openalex.org/W2035170846","https://openalex.org/W2621233240","https://openalex.org/W1994698836","https://openalex.org/W3108736915"],"abstract_inverted_index":{"In":[0,52,121],"the":[1,8,13,49,53,59,64,79,83,86,93,103,107,118,123,137,148,164,172,181,189],"era":[2],"of":[3,5,15,55,63,95,106,116,168,174,183],"internet":[4],"vehicles,":[6],"both":[7],"traffic":[9,26,30,56,80,169,190],"signal":[10],"control":[11,78,102,163],"and":[12,17,28,82,153,171,187],"rerouting":[14,124,173],"connected":[16],"autonomous":[18],"vehicles":[19],"(CAVs)":[20],"are":[21,126],"essential":[22],"techniques":[23],"to":[24,76,101,135,162],"alleviate":[25],"congestion":[27,57],"improve":[29],"efficiency.":[31],"However,":[32],"these":[33],"two":[34,65],"schemes":[35,66],"have":[36],"been":[37],"treated":[38],"separately":[39],"without":[40],"a":[41,110],"unified":[42],"framework":[43],"allowing":[44],"for":[45],"joint":[46],"optimization":[47],"in":[48],"previous":[50],"studies.":[51],"case":[54],"at":[58],"bottleneck":[60],"intersections,":[61],"either":[62],"alone":[67],"is":[68,132,160],"not":[69],"enough.":[70],"To":[71,91],"this":[72,96],"end,":[73],"we":[74,99],"propose":[75,100],"jointly":[77],"lights":[81],"CAVs":[84,108,119,175],"under":[85],"reinforcement":[87],"learning":[88,97],"(RL)":[89],"framework.":[90],"lower":[92],"dimensionality":[94],"problem,":[98],"route":[104],"choices":[105],"through":[109],"few":[111],"common":[112],"scalar":[113],"parameters":[114],"instead":[115],"controlling":[117],"individually.":[120],"particular,":[122],"ratios":[125],"dynamically":[127],"adjusted.":[128],"A":[129],"model-based":[130],"method":[131],"further":[133],"proposed":[134,185,198],"estimate":[136],"expected":[138],"travel":[139],"time":[140,166],"with":[141,196],"reduced":[142],"estimation":[143],"error.":[144],"We":[145],"then":[146],"exploit":[147],"tools":[149],"from":[150],"deep":[151],"RL":[152],"put":[154],"forth":[155],"an":[156],"efficient":[157],"algorithm":[158],"that":[159],"able":[161],"green":[165],"allocation":[167],"signals":[170],"jointly.":[176],"Comprehensive":[177],"numerical":[178],"experiments":[179],"demonstrate":[180],"validity":[182],"our":[184,197],"models":[186],"show":[188],"efficiency":[191],"can":[192],"be":[193],"significantly":[194],"improved":[195],"algorithm.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
