Driving Drowsiness Detection with EEG Using a Modified Hierarchical Extreme Learning Machine Algorithm with Particle Swarm Optimization: A Pilot Study

Driving Drowsiness Detection with EEG Using a Modified Hierarchical Extreme Learning Machine Algorithm with Particle Swarm Optimization: A Pilot Study

Driving fatigue accounts for a large number of traffic accidents in modern life nowadays. It is therefore of great importance to reduce this risky factor by detecting the driver’s drowsiness condition. This study aimed to detect drivers’ drowsiness using an advanced electroencephalography (EEG)-base...

Full description

Bibliographic Details
Main Authors: Yuliang Ma, Songjie Zhang, Donglian Qi, Zhizeng Luo, Rihui Li, Thomas Potter, Yingchun Zhang
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Electronics
Subjects:
drivers’ drowsiness
electroencephalography
extreme learning machines
particle swarm optimization
Online Access:https://www.mdpi.com/2079-9292/9/5/775

Internet

https://www.mdpi.com/2079-9292/9/5/775

Similar Items