{"id":"https://openalex.org/W4415821355","doi":"https://doi.org/10.1109/tvt.2025.3627783","title":"DRiVe: An Enhanced Coupling Design of Demand Prediction and Repositioning for Shared Autonomous Vehicle Systems","display_name":"DRiVe: An Enhanced Coupling Design of Demand Prediction and Repositioning for Shared Autonomous Vehicle Systems","publication_year":2025,"publication_date":"2025-11-03","ids":{"openalex":"https://openalex.org/W4415821355","doi":"https://doi.org/10.1109/tvt.2025.3627783"},"language":null,"primary_location":{"id":"doi:10.1109/tvt.2025.3627783","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2025.3627783","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/A5102556431","display_name":"Yang Jin","orcid":null},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]},{"id":"https://openalex.org/I4401727007","display_name":"Hikvision (China)","ror":"https://ror.org/02jzypx27","country_code":null,"type":"company","lineage":["https://openalex.org/I4401727007"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Yang Jin","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Hong Kong, SAR, China","Hangzhou Hikvision Digital Technology Co., Ltd., Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-5337-487X","affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"Hangzhou Hikvision Digital Technology Co., Ltd., Hangzhou, China","institution_ids":["https://openalex.org/I4401727007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071465782","display_name":"Ruiyuan Jiang","orcid":"https://orcid.org/0009-0000-0623-4148"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruiyuan Jiang","raw_affiliation_strings":["School of Advanced Technology, Xi&#x0027;an Jiaotong-Liverpool University, Suzhou, China"],"raw_orcid":"https://orcid.org/0009-0000-0623-4148","affiliations":[{"raw_affiliation_string":"School of Advanced Technology, Xi&#x0027;an Jiaotong-Liverpool University, Suzhou, China","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055214237","display_name":"Chengming Wang","orcid":"https://orcid.org/0000-0002-2808-4934"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengming Wang","raw_affiliation_strings":["School of Advanced Technology, Xi&#x0027;an Jiaotong-Liverpool University, Suzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Advanced Technology, Xi&#x0027;an Jiaotong-Liverpool University, Suzhou, China","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101419026","display_name":"Dongyao Jia","orcid":"https://orcid.org/0000-0002-4891-3242"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongyao Jia","raw_affiliation_strings":["School of Advanced Technology, Xi&#x0027;an Jiaotong-Liverpool University, Suzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-7086-7748","affiliations":[{"raw_affiliation_string":"School of Advanced Technology, Xi&#x0027;an Jiaotong-Liverpool University, Suzhou, China","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048324540","display_name":"Dong Ngoduy","orcid":"https://orcid.org/0000-0002-0446-5636"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dong Ngoduy","raw_affiliation_strings":["Institute of Transport Studies, Monash University, Clayton, Australia"],"raw_orcid":"https://orcid.org/0000-0002-0446-5636","affiliations":[{"raw_affiliation_string":"Institute of Transport Studies, Monash University, Clayton, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048357184","display_name":"Xiaobin Tan","orcid":"https://orcid.org/0000-0001-7489-2839"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaobin Tan","raw_affiliation_strings":["Department of Automation, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0001-7489-2839","affiliations":[{"raw_affiliation_string":"Department of Automation, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100356291","display_name":"Jianping Wang","orcid":"https://orcid.org/0000-0002-9318-1482"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jianping Wang","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Hong Kong, SAR, China","Department of Computer Science, City University of Hong Kong, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0002-9318-1482","affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5102556431"],"corresponding_institution_ids":["https://openalex.org/I168719708","https://openalex.org/I4401727007"],"apc_list":null,"apc_paid":null,"fwci":0.5843,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.74168098,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"75","issue":"5","first_page":"7252","last_page":"7267"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.2930999994277954,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.2930999994277954,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10524","display_name":"Traffic control and management","score":0.2759000062942505,"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/T11942","display_name":"Transportation and Mobility Innovations","score":0.22390000522136688,"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/scheduling","display_name":"Scheduling (production processes)","score":0.6783999800682068},{"id":"https://openalex.org/keywords/on-demand","display_name":"On demand","score":0.41819998621940613},{"id":"https://openalex.org/keywords/coupling","display_name":"Coupling (piping)","score":0.41019999980926514},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.3977000117301941},{"id":"https://openalex.org/keywords/electric-vehicle","display_name":"Electric vehicle","score":0.34549999237060547},{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.34439998865127563},{"id":"https://openalex.org/keywords/fluid-coupling","display_name":"Fluid coupling","score":0.31299999356269836}],"concepts":[{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6783999800682068},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5565000176429749},{"id":"https://openalex.org/C2983523559","wikidata":"https://www.wikidata.org/wiki/Q410657","display_name":"On demand","level":2,"score":0.41819998621940613},{"id":"https://openalex.org/C131584629","wikidata":"https://www.wikidata.org/wiki/Q4308705","display_name":"Coupling (piping)","level":2,"score":0.41019999980926514},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.3977000117301941},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.36730000376701355},{"id":"https://openalex.org/C2776422217","wikidata":"https://www.wikidata.org/wiki/Q13629441","display_name":"Electric vehicle","level":3,"score":0.34549999237060547},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.34439998865127563},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.33660000562667847},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.32600000500679016},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3188000023365021},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.31459999084472656},{"id":"https://openalex.org/C86203231","wikidata":"https://www.wikidata.org/wiki/Q762122","display_name":"Fluid coupling","level":2,"score":0.31299999356269836},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.30219998955726624},{"id":"https://openalex.org/C79487989","wikidata":"https://www.wikidata.org/wiki/Q934680","display_name":"Vehicle dynamics","level":2,"score":0.3001999855041504},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.29120001196861267},{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.2728999853134155},{"id":"https://openalex.org/C32597650","wikidata":"https://www.wikidata.org/wiki/Q5255044","display_name":"Demand patterns","level":3,"score":0.2660999894142151},{"id":"https://openalex.org/C47822265","wikidata":"https://www.wikidata.org/wiki/Q854457","display_name":"Complex system","level":2,"score":0.2522999942302704}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tvt.2025.3627783","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2025.3627783","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/G1248169874","display_name":null,"funder_award_id":"62372384","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"In":[0],"shared":[1,36,105],"autonomous":[2,37,106],"vehicle":[3,9,38],"systems":[4],"(S-AVS),":[5],"efficient":[6,79],"and":[7,35,77,98,128,146,202],"adaptive":[8],"repositioning":[10,80,137,144,203],"plays":[11],"a":[12,64,67],"crucial":[13],"role":[14],"in":[15,197],"meeting":[16],"time-varying":[17],"traffic":[18,32,151,163,173],"demand,":[19],"typically":[20],"achieved":[21],"by":[22,118],"leveraging":[23],"user":[24],"demand":[25,33,61,152,167,174,183],"prediction.":[26,62,184],"However,":[27],"most":[28],"existing":[29,195],"studies":[30],"treat":[31],"prediction":[34,97,153,175],"(SAV)":[39],"scheduling":[40,58,159],"as":[41,53],"separate":[42],"tasks,":[43],"ignoring":[44],"the":[45,49,54,136,142,178,181,190],"tight":[46],"interaction":[47],"between":[48],"two":[50],"components,":[51],"such":[52],"potential":[55],"impact":[56],"of":[57,180],"results":[59,187],"on":[60],"Such":[63],"design":[65,92],"lacks":[66],"deep":[68],"integration":[69],"for":[70,93,104],"both,":[71],"potentially":[72],"leading":[73],"to":[74,134,140,157,176],"inaccurate":[75],"predictions":[76],"less":[78],"performance.":[81],"To":[82],"address":[83],"this":[84],"issue,":[85],"we":[86,124],"propose":[87],"DRiVe,":[88],"an":[89],"enhanced":[90],"coupling":[91,113,121],"<underline":[94,99,107],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[95,100,102,108],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">D</u>emand":[96],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">R</u>epos<underline":[101],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">i</u>tioning":[103],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Ve</u>hicle":[109],"system.":[110],"Two":[111],"corresponding":[112],"strategies":[114],"are":[115],"designed,":[116],"differentiated":[117],"their":[119],"respective":[120],"locations.":[122],"Specifically,":[123],"consider":[125],"electric":[126],"SAVs":[127],"employ":[129],"model":[130],"predictive":[131],"control":[132],"(MPC)":[133],"develop":[135],"strategy,":[138],"aiming":[139],"minimize":[141],"operator's":[143],"costs":[145],"passenger":[147,199],"dissatisfaction.":[148],"An":[149],"online":[150],"mechanism":[154],"is":[155,168],"introduced":[156],"transform":[158],"actions":[160],"into":[161,171],"additional":[162,166],"demand.":[164],"This":[165],"then":[169],"incorporated":[170],"traditional":[172],"enhance":[177],"accuracy":[179],"final":[182],"The":[185],"numerical":[186],"indicate":[188],"that":[189],"proposed":[191],"DRiVe":[192],"method":[193],"outperforms":[194],"approaches":[196],"reducing":[198],"waiting":[200],"times":[201],"distances.":[204]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-11-03T00:00:00"}