Nature of distracted driving in various physiological conditions

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

doi:10.1117/12.2535411

6 September 2019 Nature of distracted driving in various physiological conditions

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

Proceedings Volume 11139, Applications of Machine Learning; 111391B (2019) https://doi.org/10.1117/12.2535411
Event: SPIE Optical Engineering + Applications, 2019, San Diego, California, United States

Abstract

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.

Citation Download Citation

Yihang Chu, Hasanur Rahman Chowdhury, Abu Mitul, Nezam Uddin, Mohammad Jobayer Hossain, and Dean Aslam "Nature of distracted driving in various physiological conditions", Proc. SPIE 11139, Applications of Machine Learning, 111391B (6 September 2019); https://doi.org/10.1117/12.2535411

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available