DocumentCode
3206596
Title
Portable, wireless drowsiness-detection system
Author
Chae, Moo Sung
Author_Institution
Dept. of Electr. Eng., Univ. of California at Santa Cruz, Santa Cruz, CA, USA
fYear
2012
fDate
5-8 Aug. 2012
Firstpage
762
Lastpage
765
Abstract
This paper presents an EEG-based portable drowsiness-detection system for vehicle drivers. The system has a wireless recording unit without tether wires and employs a fast ICA-based detection algorithm to separate psychophysiological signals from motion artifacts of the driver. The system is implemented and tested on both benchtop and human subjects. The experimental results show that the proposed system can detect a driver´s drowsiness with minimal inconvenience to the driver.
Keywords
biomedical equipment; electroencephalography; independent component analysis; medical signal detection; medical signal processing; portable instruments; source separation; EEG-based portable drowsiness-detection system; fast ICA-based detection algorithm; motion artifacts; portable wireless drowsiness-detection system; psychophysiological signals; vehicle drivers; wireless recording unit; Electrodes; Electroencephalography; Frequency shift keying; Humans; Receivers; Vehicles; Wireless communication;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems (MWSCAS), 2012 IEEE 55th International Midwest Symposium on
Conference_Location
Boise, ID
ISSN
1548-3746
Print_ISBN
978-1-4673-2526-4
Electronic_ISBN
1548-3746
Type
conf
DOI
10.1109/MWSCAS.2012.6292132
Filename
6292132
Link To Document