Melnicuk, Vadim, Birrell, Stewart A., Crundall, Elizabeth and Jennings, P. A (2016) Towards hybrid driver state monitoring : review, future perspectives and the role of consumer electronics. In: IEEE Intelligent Vehicle Symposium (IV), Gothenburg, Sweden, 19-22 Jun 2016. Published in: 2016 IEEE Intelligent Vehicles Symposium (IV) 1392 -1397.

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Abstract

The purpose of this paper is to bring together multiple literature sources which present innovative methodologies for the assessment of driver state, driving context and performance by means of technology within a vehicle and consumer electronic devices. It also provides an overview of ongoing research and trends in the area of driver state monitoring. As part of this review a model of a hybrid driver state monitoring system is proposed. The model incorporates technology within a vehicle and multiple broughtin devices for enhanced validity and reliability of recorded data. Additionally, the model draws upon requirement of data fusion in order to generate unified driver state indicator(-s) that could be used to modify in-vehicle information and safety systems hence, make them driver state adaptable. Such modification could help to reach optimal driving performance in a particular driving situation. To conclude, we discuss the advantages of integrating hybrid driver state monitoring system into a vehicle and suggest future areas of research.

Item Type:	Conference Item (Paper)
Subjects:	T Technology > TL Motor vehicles. Aeronautics. Astronautics
Divisions:	Faculty of Science > WMG (Formerly the Warwick Manufacturing Group)
Library of Congress Subject Headings (LCSH):	Automobile driving -- Human factors, Electronic apparatus and appliances
Journal or Publication Title:	2016 IEEE Intelligent Vehicles Symposium (IV)
Publisher:	IEEE
Official Date:	5 April 2016
Dates:	Date Event 5 April 2016 Accepted
Page Range:	1392 -1397
Status:	Peer Reviewed
Publication Status:	Published
Access rights to Published version:	Restricted or Subscription Access
Funder:	Engineering and Physical Sciences Research Council (EPSRC), Jaguar PLC
Conference Paper Type:	Paper
Title of Event:	IEEE Intelligent Vehicle Symposium (IV)
Type of Event:	Other
Location of Event:	Gothenburg, Sweden
Date(s) of Event:	19-22 Jun 2016
Related URLs:	Organisation

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