Nature of distracted driving in various physiological conditions

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Nature of distracted driving in various physiological conditions

Chu, Yihang / Chowdhury, Hasanur Rahman / Mitul, Abu / Uddin, Nezam / Hossain, Mohammad Jobayer / Aslam, Dean

Road traffic injury has appeared as a severe problem today, claiming more than 1.25 million lives each year worldwide and draining 3% of the total global GDP. According to the National Highway Transportation Safety Administration, about half a million people got injured in 2014 due to distracted driving related car clashes. In this work, we have considered the brainwave, heart rate and blood pressure level of a distracted driver. Within the various source of distraction (e,g, multitasking, severe weather condition, external sound effects) we monitored the driving behavior through EEG signal. In particular, the alpha, beta, gamma, delta and theta brainwaves have a significant connection with the emotion, stress and other psychological responses. Our EEG data analysis can provide a pathway to detect the physiological condition of distracted drivers and avoid road accidents.

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Title :

Nature of distracted driving in various physiological conditions

Contributors:

Chu, Yihang (author) / Chowdhury, Hasanur Rahman (author) / Mitul, Abu (author) / Uddin, Nezam (author) / Hossain, Mohammad Jobayer (author) / Aslam, Dean (author)

Conference:

Applications of Machine Learning ; 2019 ; San Diego,California,United States

Published in:

Proc. SPIE ; 11139

Publication date :

2019-09-06

ISBN :

9781510629714

ISSN :

0277-786X

DOI :

https://doi.org/10.1117/12.2535411