@inproceedings{2515b2dec6ae445ab30dd459a3459b18,
title = "Towards hybrid driver state monitoring: Review, future perspectives and the role of consumer electronics",
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 brought-in 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.",
author = "Vadim Melnicuk and Stewart Birrell and Elizabeth Crundall and Paul Jennings",
year = "2016",
month = aug,
day = "8",
doi = "10.1109/IVS.2016.7535572",
language = "English",
series = "IEEE Intelligent Vehicles Symposium, Proceedings",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "1392--1397",
booktitle = "2016 IEEE Intelligent Vehicles Symposium, IV 2016",
address = "United States",
note = "2016 IEEE Intelligent Vehicles Symposium, IV 2016 ; Conference date: 19-06-2016 Through 22-06-2016",
}