{"id":"https://openalex.org/W4401567508","doi":"https://doi.org/10.1109/access.2024.3443298","title":"Redefining Urban Traffic Dynamics With TCN-FL Driven Traffic Prediction and Control Strategies","display_name":"Redefining Urban Traffic Dynamics With TCN-FL Driven Traffic Prediction and Control Strategies","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401567508","doi":"https://doi.org/10.1109/access.2024.3443298"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3443298","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3443298","pdf_url":null,"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":null,"license_id":null,"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://doi.org/10.1109/access.2024.3443298","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080921991","display_name":"K. M. Karthick Raghunath","orcid":"https://orcid.org/0000-0002-6948-5240"},"institutions":[{"id":"https://openalex.org/I106826634","display_name":"Jain University","ror":"https://ror.org/01cnqpt53","country_code":"IN","type":"education","lineage":["https://openalex.org/I106826634"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"K. M. Karthick Raghunath","raw_affiliation_strings":["Department of Computer Science, JAIN (Deemed-to-be University), Global Campus, Bengaluru, Karnataka, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, JAIN (Deemed-to-be University), Global Campus, Bengaluru, Karnataka, India","institution_ids":["https://openalex.org/I106826634"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031592762","display_name":"C. Rohith Bhat","orcid":"https://orcid.org/0000-0003-3920-7597"},"institutions":[{"id":"https://openalex.org/I85461943","display_name":"Saveetha University","ror":"https://ror.org/0034me914","country_code":"IN","type":"education","lineage":["https://openalex.org/I85461943"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"C. Rohith Bhat","raw_affiliation_strings":["Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, India"],"raw_orcid":"https://orcid.org/0000-0003-3920-7597","affiliations":[{"raw_affiliation_string":"Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, India","institution_ids":["https://openalex.org/I85461943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046995850","display_name":"V. Vinoth Kumar","orcid":"https://orcid.org/0000-0003-1070-3212"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Venkatesan Vinoth Kumar","raw_affiliation_strings":["School of Computer Science Engineering and Information Systems (SCORE), Vellore Institute of Technology (VIT), Vellore, Tamil Nadu, India"],"raw_orcid":"https://orcid.org/0000-0003-1070-3212","affiliations":[{"raw_affiliation_string":"School of Computer Science Engineering and Information Systems (SCORE), Vellore Institute of Technology (VIT), Vellore, Tamil Nadu, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Velmurugan Athiyoor Kannan","orcid":null},"institutions":[{"id":"https://openalex.org/I875944469","display_name":"Koneru Lakshmaiah Education Foundation","ror":"https://ror.org/02k949197","country_code":"IN","type":"education","lineage":["https://openalex.org/I875944469"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Velmurugan Athiyoor Kannan","raw_affiliation_strings":["Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Guntur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Guntur, India","institution_ids":["https://openalex.org/I875944469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089547582","display_name":"T R Mahesh","orcid":"https://orcid.org/0000-0002-5589-8992"},"institutions":[{"id":"https://openalex.org/I106826634","display_name":"Jain University","ror":"https://ror.org/01cnqpt53","country_code":"IN","type":"education","lineage":["https://openalex.org/I106826634"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"T. R. Mahesh","raw_affiliation_strings":["School of Computer Science and Engineering, JAIN (Deemed-to-be University), Bengaluru, Karnataka, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, JAIN (Deemed-to-be University), Bengaluru, Karnataka, India","institution_ids":["https://openalex.org/I106826634"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109448629","display_name":"K. Manikandan","orcid":null},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K. Manikandan","raw_affiliation_strings":["School of Computer Science and Engineering (SCOPE), Vellore Institute of Technology (VIT), Vellore, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering (SCOPE), Vellore Institute of Technology (VIT), Vellore, Tamil Nadu, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058704513","display_name":"N. Krishnamoorthy","orcid":"https://orcid.org/0000-0003-1792-3496"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"N. Krishnamoorthy","raw_affiliation_strings":["School of Computer Science Engineering and Information Systems (SCORE), Vellore Institute of Technology (VIT), Vellore, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science Engineering and Information Systems (SCORE), Vellore Institute of Technology (VIT), Vellore, Tamil Nadu, India","institution_ids":["https://openalex.org/I876193797"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5080921991"],"corresponding_institution_ids":["https://openalex.org/I106826634"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":6.4851,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.97414466,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"12","issue":null,"first_page":"115386","last_page":"115399"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9994000196456909,"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":0.9994000196456909,"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/T10524","display_name":"Traffic control and management","score":0.9987000226974487,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9939000010490417,"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/computer-science","display_name":"Computer science","score":0.6523101925849915},{"id":"https://openalex.org/keywords/road-traffic","display_name":"Road traffic","score":0.4261529743671417},{"id":"https://openalex.org/keywords/vehicle-dynamics","display_name":"Vehicle dynamics","score":0.4159954786300659},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.33838707208633423},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1026233434677124}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6523101925849915},{"id":"https://openalex.org/C2985695025","wikidata":"https://www.wikidata.org/wiki/Q4323994","display_name":"Road traffic","level":2,"score":0.4261529743671417},{"id":"https://openalex.org/C79487989","wikidata":"https://www.wikidata.org/wiki/Q934680","display_name":"Vehicle dynamics","level":2,"score":0.4159954786300659},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.33838707208633423},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1026233434677124},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3443298","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3443298","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:89fd70bb82a8494d97ce5eb4f6161f4a","is_oa":true,"landing_page_url":"https://doaj.org/article/89fd70bb82a8494d97ce5eb4f6161f4a","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 12, Pp 115386-115399 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3443298","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3443298","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.7900000214576721,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2769987376","https://openalex.org/W2771731381","https://openalex.org/W2908162093","https://openalex.org/W2983172253","https://openalex.org/W2997567374","https://openalex.org/W3087595468","https://openalex.org/W3092527624","https://openalex.org/W3106815347","https://openalex.org/W3131603062","https://openalex.org/W3158304688","https://openalex.org/W3165999276","https://openalex.org/W3201391472","https://openalex.org/W3208397560","https://openalex.org/W4200018459","https://openalex.org/W4206767310","https://openalex.org/W4280494807","https://openalex.org/W4293063099","https://openalex.org/W4296690332","https://openalex.org/W4312201182","https://openalex.org/W4323338469","https://openalex.org/W4360852815","https://openalex.org/W4379207479","https://openalex.org/W4381661790","https://openalex.org/W4382360135","https://openalex.org/W4384565159","https://openalex.org/W4389794029","https://openalex.org/W6960132309"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2377430935","https://openalex.org/W2055973554"],"abstract_inverted_index":{"The":[0,75,142,155],"smart":[1],"city":[2,96],"traffic":[3,29,49,63,69,99,107,132,150,170,189],"management":[4],"domain":[5],"is":[6],"perpetually":[7],"a":[8,28,159,166,173],"crucial":[9],"sector":[10],"that":[11,34],"requires":[12],"innovative":[13],"strategies":[14],"due":[15],"to":[16,45,59,104,123,137,139],"expanding":[17],"urbanization":[18],"and":[19,31,61,71,80,101,152,172],"vehicle":[20],"use.":[21],"In":[22,88],"this":[23,89,114],"study,":[24],"we":[25],"have":[26],"introduced":[27],"prediction":[30],"handling":[32],"system":[33,76],"utilizes":[35,81],"Temporal":[36],"Convolutional":[37],"Networks":[38],"(TCNs)":[39],"combined":[40],"with":[41,47,134],"Federated":[42,86],"Learning":[43],"(FL)":[44],"deal":[46],"urban":[48,188],"effectively.":[50],"This":[51],"approach":[52],"leverages":[53],"the":[54,94,120,135,183],"sophisticated":[55],"functionalities":[56],"of":[57],"TCNs":[58],"evaluate":[60],"estimate":[62],"trends,":[64],"such":[65],"as":[66],"congested":[67],"phases,":[68],"flow,":[70],"ideal":[72],"mobility":[73],"routes.":[74],"guarantees":[77],"data":[78],"privacy":[79],"decentralized":[82],"information":[83],"analysis":[84],"using":[85],"Learning.":[87],"approach,":[90],"every":[91],"point":[92],"in":[93,148,162,169,176,186],"intelligent":[95],"network,":[97],"including":[98],"sensors":[100],"cameras,":[102],"serves":[103],"collectively":[105],"comprehend":[106],"patterns":[108],"without":[109],"disclosing":[110],"raw":[111],"data.":[112],"Using":[113],"cooperative":[115],"method":[116,143],"not":[117],"only":[118],"improves":[119],"model\u2019s":[121],"ability":[122,136],"forecast":[124],"outcomes":[125],"accurately":[126],"but":[127],"also":[128],"enables":[129],"efficient":[130],"real-time":[131],"management,":[133],"adapt":[138],"changing":[140],"conditions.":[141],"has":[144],"shown":[145],"significant":[146],"efficacy":[147],"enhancing":[149],"flow":[151],"mitigating":[153],"congestion.":[154],"critical":[156],"criteria":[157],"are":[158],"20%":[160],"drop":[161,168],"average":[163],"commuting":[164],"times,":[165],"25%":[167],"congestion,":[171],"15%":[174],"enhancement":[175],"emergency":[177],"response":[178],"times.":[179],"These":[180],"statistics":[181],"highlight":[182],"system\u2019s":[184],"efficiency":[185],"improving":[187],"control":[190],"by":[191],"integrating":[192],"modern":[193],"technologies.":[194]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
