Mobile Healthcare for Automatic Driving Sleep-Onset Detection Using Wavelet-Based EEG and Respiration Signals

Mobile Healthcare for Automatic Driving Sleep-Onset Detection Using Wavelet-Based EEG and Respiration Signals

Driving drowsiness is a major cause of traffic accidents worldwide and has drawn the attention of researchers in recent decades. This paper presents an application for in-vehicle non-intrusive mobile-device-based automatic detection of driver sleep-onset in real time. The proposed application clas...

Full description

Bibliographic Details
Main Authors: Boon-Giin Lee, Boon-Leng Lee, Wan-Young Chung
Format: Article
Language:English
Published: MDPI AG 2014-09-01
Series:Sensors
Subjects:
sleep onset
mobile healthcare
electroencephalogram
respiration
adaptive threshold filter
mutual information
wavelet packet transform
support vector machine
Online Access:http://www.mdpi.com/1424-8220/14/10/17915

Internet

http://www.mdpi.com/1424-8220/14/10/17915

Similar Items