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Employing consumer electronic devices in physiological and emotional evaluation of common driving activities

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Melnicuk, Vadim, Birrell, Stewart A., Crundall, Elizabeth and Jennings, P. A. (Paul A.) (2017) Employing consumer electronic devices in physiological and emotional evaluation of common driving activities. In: IEEE Intelligent Vehicles Symposium, Los Angeles, California, USA, 11-14 Jun 2017. Published in: 2017 IEEE Intelligent Vehicles Symposium (IV) pp. 1529-1534. ISBN 9781509048045. doi:10.1109/IVS.2017.7995926

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Official URL: http://dx.doi.org/10.1109/IVS.2017.7995926

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Abstract

It is important to equip future vehicles with an on-board system capable of tracking and analysing driver state in real-time in order to mitigate the risk of human error occurrence in manual or semi-autonomous driving. This study aims to provide some supporting evidence for adoption of consumer grade electronic devices in driver state monitoring. The study adopted repeated measure design and was performed in high- fidelity driving simulator. Total of 39 participants of mixed age and gender have taken part in the user trials. The mobile application was developed to demonstrate how a mobile device can act as a host for a driver state monitoring system, support connectivity, synchronisation, and storage of driver state related measures from multiple devices. The results of this study showed that multiple physiological measures, sourced from consumer grade electronic devices, can be used to successfully distinguish task complexities across common driving activities. For instance, galvanic skin response and some heart rate derivatives were found to be correlated to overall subjective workload ratings. Furthermore, emotions were captured and showed to be affected by extreme driving situations.

Item Type: Conference Item (Paper)
Subjects: Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software
T Technology > TL Motor vehicles. Aeronautics. Astronautics
Divisions: Faculty of Science, Engineering and Medicine > Engineering > WMG (Formerly the Warwick Manufacturing Group)
Library of Congress Subject Headings (LCSH): Automobile driving -- Physiological aspects, Galvanic skin response, Heart rate monitoring , Mobile apps -- Testing
Journal or Publication Title: 2017 IEEE Intelligent Vehicles Symposium (IV)
Publisher: IEEE
ISBN: 9781509048045
Book Title: 2017 IEEE Intelligent Vehicles Symposium (IV)
Official Date: 31 July 2017
Dates:
DateEvent
31 July 2017Available
14 March 2017Accepted
Page Range: pp. 1529-1534
DOI: 10.1109/IVS.2017.7995926
Status: Peer Reviewed
Publication Status: Published
Funder: Engineering and Physical Sciences Research Council (EPSRC), Jaguar Land Rover (Firm)
Conference Paper Type: Paper
Title of Event: IEEE Intelligent Vehicles Symposium
Type of Event: Conference
Location of Event: Los Angeles, California, USA
Date(s) of Event: 11-14 Jun 2017

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