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Authors: Marian Waltereit ; Peter Zdankin ; Viktor Matkovic ; Maximilian Uphoff and Torben Weis

Affiliation: Distributed Systems Group, University of Duisburg-Essen, 47048 Duisburg, Germany

Keyword(s): Driving Behavior, Aggressive Driving, Driver Feedback, Wheel Speeds, Controller Area Network.

Abstract: We present an online scoring algorithm for measuring driving behavior using wheel speeds only. Such an algorithm can be used to provide drivers with feedback about their driving behavior while driving in order to reduce aggressive driving, which is a primary cause of traffic accidents. Our algorithm uses a minimal data set already available through the built-in wheel speed sensors of contemporary cars. Due to the small amount of data used and the low computational complexity, our algorithm can easily be deployed on single-board computers. With real driving experiments in a controlled and an uncontrolled environment, we demonstrate the suitability of our scoring algorithm for identifying aggressive driving and assessing the driving behavior.

CC BY-NC-ND 4.0

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Paper citation in several formats:
Waltereit, M., Zdankin, P., Matkovic, V., Uphoff, M., Weis and T. (2020). Online Driving Behavior Scoring using Wheel Speeds. In Proceedings of the 6th International Conference on Vehicle Technology and Intelligent Transport Systems - VEHITS; ISBN 978-989-758-419-0; ISSN 2184-495X, SciTePress, pages 417-424. DOI: 10.5220/0009215604170424

@conference{vehits20,
author={Marian Waltereit and Peter Zdankin and Viktor Matkovic and Maximilian Uphoff and Torben Weis},
title={Online Driving Behavior Scoring using Wheel Speeds},
booktitle={Proceedings of the 6th International Conference on Vehicle Technology and Intelligent Transport Systems - VEHITS},
year={2020},
pages={417-424},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0009215604170424},
isbn={978-989-758-419-0},
issn={2184-495X},
}

TY - CONF

JO - Proceedings of the 6th International Conference on Vehicle Technology and Intelligent Transport Systems - VEHITS
TI - Online Driving Behavior Scoring using Wheel Speeds
SN - 978-989-758-419-0
IS - 2184-495X
AU - Waltereit, M.
AU - Zdankin, P.
AU - Matkovic, V.
AU - Uphoff, M.
AU - Weis, T.
PY - 2020
SP - 417
EP - 424
DO - 10.5220/0009215604170424
PB - SciTePress

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