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Authors: M. Schneider ; M. Sieber and B. Färber

Affiliation: Universität der Bundeswehr München, Germany

Keyword(s): Data Analysis, Driver Behavior, Driver Assistance Systems, T-Test, Fourier-Series.

Abstract: Explorative analysis of driver behavior, a key variable in the context of automotive research and development, can be tedious. The authors present a quick and easy method to identify changes in recorded driver behavior data. The method consists of a data processing algorithm that uses Fourier-series and statistical t-tests to identify points in time where changes in the frequency of the recorded signal occur. An exemplary use-case for the method is presented for driver steering torque data obtained in an experiment with an automatic obstacle-avoidance maneuver. The results allow for the assumption that changes in frequency of driver steering torque may mark meaningful, implicit changes in driver behavior even when driver behavior does not explicitly change, thereby making obvious the potential of the proposed analysis method.

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Paper citation in several formats:
Schneider, M.; Sieber, M. and Färber, B. (2015). Localizing Changes in Driver Behavior via Frequency-pattern-analysis. In Proceedings of the 1st International Conference on Vehicle Technology and Intelligent Transport Systems - VEHITS; ISBN 978-989-758-109-0; ISSN 2184-495X, SciTePress, pages 33-38. DOI: 10.5220/0005486800330038

@conference{vehits15,
author={M. Schneider. and M. Sieber. and B. Färber.},
title={Localizing Changes in Driver Behavior via Frequency-pattern-analysis},
booktitle={Proceedings of the 1st International Conference on Vehicle Technology and Intelligent Transport Systems - VEHITS},
year={2015},
pages={33-38},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005486800330038},
isbn={978-989-758-109-0},
issn={2184-495X},
}

TY - CONF

JO - Proceedings of the 1st International Conference on Vehicle Technology and Intelligent Transport Systems - VEHITS
TI - Localizing Changes in Driver Behavior via Frequency-pattern-analysis
SN - 978-989-758-109-0
IS - 2184-495X
AU - Schneider, M.
AU - Sieber, M.
AU - Färber, B.
PY - 2015
SP - 33
EP - 38
DO - 10.5220/0005486800330038
PB - SciTePress

- Science and Technology Publications, Lda.
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