Implementation and Performance Evaluation of In-vehicle Highway Back-of-Queue Alerting System Using the Driving Simulator

dc.contributor.authorZhang, Zhengming
dc.contributor.authorShen, Dan
dc.contributor.authorTian, Renran
dc.contributor.authorLi, Lingxi
dc.contributor.authorChen, Yaobin
dc.contributor.authorSturdevant, Jim
dc.contributor.authorCox, Ed
dc.contributor.departmentElectrical and Computer Engineering, School of Engineering and Technologyen_US
dc.date.accessioned2023-04-26T17:20:01Z
dc.date.available2023-04-26T17:20:01Z
dc.date.issued2021-09
dc.description.abstractThis paper proposes a prototype in-vehicle highway back-of-queue alerting system that is based on an Android-based smartphone app, which is capable of delivering warning information to on-road drivers approaching traffic queues. To evaluate the effectiveness of this alerting system, subjects were recruited to participate in the designed test scenarios on a driving simulator. The test scenarios include three warning types (no alerts, roadside alerts, and in-vehicle auditory alerts), three driver states (normal, distracted, and drowsy), and two weather conditions (sunny and foggy). Driver responses related to vehicle dynamics data were collected and analyzed. The results indicate that on average, the drowsy state decreases the minimum time-to-collision by 1.6 seconds compared to the normal state. In-vehicle auditory alerts can effectively increase the driving safety across different combinations of situations (driver states and weather conditions), while roadside alerts perform better than no alerts.en_US
dc.eprint.versionAuthor's manuscripten_US
dc.identifier.citationZhang, Z., Shen, D., Tian, R., Li, L., Chen, Y., Sturdevant, J., & Cox, E. (2021). Implementation and Performance Evaluation of In-vehicle Highway Back-of-Queue Alerting System Using the Driving Simulator. 2021 IEEE International Intelligent Transportation Systems Conference (ITSC), 1753–1759. https://doi.org/10.1109/ITSC48978.2021.9565067en_US
dc.identifier.issn978-1-72819-142-3en_US
dc.identifier.urihttps://hdl.handle.net/1805/32621
dc.language.isoen_USen_US
dc.publisherIEEE Xploreen_US
dc.relation.isversionof10.1109/ITSC48978.2021.9565067en_US
dc.relation.journal2021 IEEE International Intelligent Transportation Systems Conference (ITSC)en_US
dc.rightsPublisher Policyen_US
dc.sourceAuthoren_US
dc.subjectConferencesen_US
dc.subjectPerformance evaluationen_US
dc.subjectRoad transportationen_US
dc.subjectVehicle dynamicsen_US
dc.titleImplementation and Performance Evaluation of In-vehicle Highway Back-of-Queue Alerting System Using the Driving Simulatoren_US
dc.typeArticleen_US
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