TY  - JOUR
PY  - 2013//
TI  - Wireless-based portable EEG-EOG monitoring for real time drowsiness detection
JO  - Conference proceedings - IEEE engineering in medicine and biology society
A1  - Arnin, J.
A1  - Anopas, D.
A1  - Horapong, M.
A1  - Triponyuwasi, P.
A1  - Yamsa-Ard, T.
A1  - Iampetch, S.
A1  - Wongsawat, Y.
SP  - 4977
EP  - 4980
VL  - 2013
IS  - 
N2  - Drowsiness is one of the major risk factors causing accidents that result in a large number of damage. Drivers and industrial workers probably have a large effect on several mishaps occurring from drowsiness. Therefore, advanced technology to reduce these accidental rates is a very challenging problem. Nowadays, there have been many drowsiness detectors using electroencephalogram (EEG), however, the cost is still high and the use of this is uncomfortable in long-term monitoring because most of them require wiring and conventional wet electrodes. The purpose of this paper is to develop a portable wireless device that can automatically detect the drowsiness in real time by using the EEG and electrooculogram (EOG). The silver (Ag) conducting fabric consolidated in a headband used as dry electrodes can acquire signal from the user's forehead. The signal was sent via the wireless communication of XBee® 802.15.4 to a standalone microcontroller to analyze drowsiness using the proposed algorithm. The alarm will ring when the drowsiness occurs. Besides, the automatic drowsiness detection and alarm device yields the real-time detection accuracy of approximately 81%.<p />  <p>Language: en</p>
LA  - en
SN  - 1557-170X
UR  - http://dx.doi.org/10.1109/EMBC.2013.6610665
ID  - ref1
ER  -