{"id":"https://openalex.org/W4396534725","doi":"https://doi.org/10.1109/tvt.2024.3393940","title":"Intelligent Transportation Vehicle Road Collaboration and Task Scheduling Based on Deep Learning in Augmented Internet of Things","display_name":"Intelligent Transportation Vehicle Road Collaboration and Task Scheduling Based on Deep Learning in Augmented Internet of Things","publication_year":2024,"publication_date":"2024-04-29","ids":{"openalex":"https://openalex.org/W4396534725","doi":"https://doi.org/10.1109/tvt.2024.3393940"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2024.3393940","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2024.3393940","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":null,"display_name":"Chen Xu","orcid":"https://orcid.org/0009-0009-2128-2063"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Xu","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0009-0009-2128-2063","affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100688670","display_name":"Gang Wang","orcid":"https://orcid.org/0000-0002-7150-1000"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Wang","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-7150-1000","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022936239","display_name":"Mingzhu Wei","orcid":"https://orcid.org/0000-0001-9353-1086"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingzhu Wei","raw_affiliation_strings":["School of Aeronautics and Astronautics, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Aeronautics and Astronautics, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100697884","display_name":"Ping Zhang","orcid":"https://orcid.org/0000-0002-8330-2164"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Zhang","raw_affiliation_strings":["School of Optoelectronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-8330-2164","affiliations":[{"raw_affiliation_string":"School of Optoelectronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012361632","display_name":"Bei Peng","orcid":"https://orcid.org/0000-0003-2486-6776"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bei Peng","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0003-2486-6776","affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.5742,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.92711272,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"74","issue":"2","first_page":"2198","last_page":"2209"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14139","display_name":"E-commerce and Technology Innovations","score":0.5160999894142151,"subfield":{"id":"https://openalex.org/subfields/1403","display_name":"Business and International Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T14139","display_name":"E-commerce and Technology Innovations","score":0.5160999894142151,"subfield":{"id":"https://openalex.org/subfields/1403","display_name":"Business and International Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6615360379219055},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.6180476546287537},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.5390820503234863},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5296233296394348},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4543225169181824},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4307725429534912},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.41703730821609497},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.40258660912513733},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3674267530441284},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.342663049697876},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.32071971893310547},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2768239974975586},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.24851477146148682},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.16536277532577515}],"concepts":[{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6615360379219055},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.6180476546287537},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.5390820503234863},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5296233296394348},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4543225169181824},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4307725429534912},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.41703730821609497},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.40258660912513733},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3674267530441284},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.342663049697876},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.32071971893310547},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2768239974975586},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.24851477146148682},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.16536277532577515},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tvt.2024.3393940","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2024.3393940","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G428270946","display_name":null,"funder_award_id":"51975107","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6088514935","display_name":null,"funder_award_id":"ZYGX2019J084","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2343878545","https://openalex.org/W2521112295","https://openalex.org/W2899131397","https://openalex.org/W2928629935","https://openalex.org/W2963070605","https://openalex.org/W2972074387","https://openalex.org/W2980360843","https://openalex.org/W2982589083","https://openalex.org/W3006400196","https://openalex.org/W3031168590","https://openalex.org/W3043321828","https://openalex.org/W3084960085","https://openalex.org/W3108853510","https://openalex.org/W3124019828","https://openalex.org/W3155719911","https://openalex.org/W3163389686","https://openalex.org/W3177394154","https://openalex.org/W3193512724","https://openalex.org/W3212172638","https://openalex.org/W4205294961","https://openalex.org/W4221153241","https://openalex.org/W4288064502","https://openalex.org/W4309299196","https://openalex.org/W4321483908","https://openalex.org/W4375798877","https://openalex.org/W4387952116","https://openalex.org/W4390277031"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2065457896","https://openalex.org/W3173234801","https://openalex.org/W2611989081","https://openalex.org/W2167984027","https://openalex.org/W3021302227","https://openalex.org/W10630519","https://openalex.org/W1919377569","https://openalex.org/W3144288563","https://openalex.org/W3123907821"],"abstract_inverted_index":{"With":[0],"the":[1,29,38,44,53,75,109,112,119,147,169,179,182,192,204],"continuous":[2],"development":[3],"of":[4,46,55,78,111,114,149,172,181,194,208],"intelligent":[5,39,61,200,209],"transportation":[6,40,62],"systems,":[7],"achieving":[8,154],"efficient":[9],"vehicle-road":[10],"coordination":[11],"and":[12,22,48,52,66,95,116,129,142,151,174,189,206],"task":[13,67,120,156],"scheduling":[14,68],"has":[15],"become":[16],"increasingly":[17],"important":[18],"for":[19],"enhancing":[20],"safety":[21,205],"efficiency.":[23],"In":[24],"order":[25],"to":[26,35,37,43],"effectively":[27,167],"solve":[28,191],"problem":[30,193],"that":[31,162],"it":[32],"is":[33,127,135],"difficult":[34],"adapt":[36],"system":[41,131,183],"due":[42],"heterogeneity":[45],"cloud":[47,123,173,176,187],"edge":[49,124,175,186],"computing":[50,100,126,150],"resources":[51],"complexity":[54],"communication,":[56],"this":[57],"paper":[58],"proposes":[59],"an":[60],"vehicle":[63],"road":[64],"collaboration":[65],"method":[69,84,165],"based":[70],"on":[71],"deep":[72,104],"learning":[73],"in":[74,184,199],"enhanced":[76],"Internet":[77],"Things":[79],"(IoT)":[80],"environment.":[81],"The":[82,158],"proposed":[83,164],"utilizes":[85],"a":[86,97,130],"Collaborative":[87],"Task":[88],"Placement":[89],"Deep":[90,138],"Reinforcement":[91],"Learning":[92],"strategy":[93],"(CTPDRL)":[94],"builds":[96],"cloud-edge":[98],"collaborative":[99,125],"framework":[101],"controlled":[102],"by":[103],"reinforcement":[105],"learning.":[106],"Then,":[107],"from":[108],"perspective":[110],"interests":[113],"users":[115],"service":[117,132],"providers,":[118],"model":[121,134],"under":[122],"analyzed,":[128],"quality":[133],"established.":[136],"Through":[137],"Q":[139],"Networks":[140],"(DQN)":[141],"Q-tables,":[143],"CTPDRL":[144],"can":[145,166],"optimize":[146],"allocation":[148],"communication":[152],"resources,":[153],"effective":[155],"placement.":[157],"experimental":[159],"results":[160],"show":[161],"our":[163],"reduce":[168],"overall":[170],"cost":[171],"computing,":[177],"improve":[178],"practicality":[180],"multi":[185],"environments,":[188],"help":[190],"image":[195],"perception":[196],"blind":[197],"spots":[198],"transportation,":[201],"thereby":[202],"improving":[203],"efficiency":[207],"driving.":[210]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
