Traffic data analysis and route planning

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dc.contributor.authorOsaba, Eneko
dc.contributor.authorLaña, Ibai
dc.contributor.authorDel Ser, Javier
dc.contributor.institutionQuantum
dc.contributor.institutionIA
dc.date.accessioned2024-07-24T11:54:51Z
dc.date.available2024-07-24T11:54:51Z
dc.date.issued2023-01-01
dc.descriptionPublisher Copyright: © 2023 Elsevier Inc. All rights reserved.
dc.description.abstractThe introduction of autonomous vehicles in the transportation ecosystem will lead to the emergence of new opportunities and challenges. Almost all aspects involved in transportation will be affected once autonomous driving is fully established in our daily life. This fact will raise the need of adaptation into many mechanisms to this incipient paradigm. In this study, we focus on two specific off-board aspects which also should be accommodated to this new environment: route planning and traffic prediction. Thus, this study is devoted to providing an overview on these two research fields, making a special emphasis on recent works related to autonomous driving. An equally valuable is the ending of our study, in which we share our envisioned status of this area. To do that, we identify some important challenges and upcoming opportunities which should stimulate research efforts in the next years.en
dc.description.statusPeer reviewed
dc.format.extent27
dc.identifier.citationOsaba , E , Laña , I & Del Ser , J 2023 , Traffic data analysis and route planning . in Decision-Making Techniques for Autonomous Vehicles . Elsevier , pp. 217-243 . https://doi.org/10.1016/B978-0-323-98339-6.00008-7
dc.identifier.doi10.1016/B978-0-323-98339-6.00008-7
dc.identifier.isbn9780323985499
dc.identifier.isbn9780323983396
dc.identifier.urihttps://hdl.handle.net/11556/2448
dc.identifier.urlhttp://www.scopus.com/inward/record.url?scp=85162720397&partnerID=8YFLogxK
dc.language.isoeng
dc.publisherElsevier
dc.relation.ispartofDecision-Making Techniques for Autonomous Vehicles
dc.rightsinfo:eu-repo/semantics/restrictedAccess
dc.subject.keywordsAutonomous vehicle
dc.subject.keywordsTraffic data
dc.subject.keywordsTraffic forecasting
dc.subject.keywordsTraveling salesman problem
dc.subject.keywordsVehicle routing problem
dc.subject.keywordsGeneral Engineering
dc.titleTraffic data analysis and route planningen
dc.typebook part
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