Print Email Facebook Twitter Comfort and Time Efficiency Title Comfort and Time Efficiency: A Roundabout Case Study Author Zheng, Y. (TU Delft Intelligent Vehicles) Shyrokau, B. (TU Delft Intelligent Vehicles) Keviczky, T. (TU Delft Team Tamas Keviczky) Date 2021 Abstract The public acceptance of automated driving is influenced by multiple factors. Apart from safety being of top priority, comfort and time efficiency also have an impact on the popularity of automated vehicles. These two factors contradict each other as optimizing for one results in the degradation of the other. We investigate in this paper how such a multiobjective problem is approached by human drivers and by numerical optimization in the roundabout scenario, which is compact in size but complex to handle. The human drivers' behavior is first observed using naturalistic driving data. The average trajectories and distribution of peak accelerations were extracted after model-based fitting and removal of erroneous samples. The processed data is shared online as an open-access dataset. Then, an optimization problem is formulated and solved to find the numerically optimal motion profile in terms of comfort and time efficiency. The weighted sum of travel time and discomfort is minimized. By adjusting the weight distribution, we present different motion profiles favoring optimal comfort, human-like acceleration magnitudes, and agility, respectively. To reference this document use: http://resolver.tudelft.nl/uuid:bab66da0-e5f1-40c7-a189-e3dc19990d8c DOI https://doi.org/10.1109/ITSC48978.2021.9564921 Publisher IEEE Embargo date 2022-04-25 ISBN 978-1-7281-9143-0 Source Proceedings of the 2021 IEEE International Intelligent Transportation Systems Conference (ITSC) Event ITSC 2021, 2021-09-19 → 2021-09-22, Virtual at Indianapolis, United States Bibliographical note Green Open Access added to TU Delft Institutional Repository 'You share, we take care!' - Taverne project https://www.openaccess.nl/en/you-share-we-take-care Otherwise as indicated in the copyright section: the publisher is the copyright holder of this work and the author uses the Dutch legislation to make this work public. Part of collection Institutional Repository Document type conference paper Rights © 2021 Y. Zheng, B. Shyrokau, T. Keviczky Files PDF Comfort_and_Time_Efficien ... _Study.pdf 1.72 MB Close viewer /islandora/object/uuid:bab66da0-e5f1-40c7-a189-e3dc19990d8c/datastream/OBJ/view