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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
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) | ||||||
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| Subjects: | Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software T Technology > TL Motor vehicles. Aeronautics. Astronautics |
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| Divisions: | Faculty of Science > 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: |
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| Date of first compliant deposit: | 2 August 2017 | ||||||
| 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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