DocumentCode :
3452500
Title :
A brain-computer interface with real-time independent component analysis for biomedical applications
Author :
Zong-Han Hsieh ; Wai-Chi Fang ; Tzyy-Ping Jung
Author_Institution :
Dept. of Electron. Eng., Nat. Chiao Tung Univ., Hsinchu, Taiwan
fYear :
2012
fDate :
13-16 Jan. 2012
Firstpage :
339
Lastpage :
340
Abstract :
This paper presents a brain-computer interface with real-time independent component analysis for biomedical applications. EEG-based BCI technology using cell-phone and Bluetooth transmission of bio-signals has been established in previous studies, and experimental results show that subjects should avoid eye blink who are under test to increase the accuracy. In order to enhance the dialing system, the authors integrate a real-time ICA chip to artifacts arising from eye blinking. The designed system enables the acquisition and subsequent ICA elaboration signals in real-time, the result shows suitable for BCI applications. The efficiency of the implemented technique has been experimentally demonstrated.
Keywords :
brain-computer interfaces; electroencephalography; independent component analysis; medical signal processing; real-time systems; EEG based BCI technology; biomedical applications; bluetooth transmission; brain computer interface; cellphone transmission; real-time independent component analysis; Accuracy; Bluetooth; Brain computer interfaces; Electroencephalography; Field programmable gate arrays; Independent component analysis; Real time systems; Brain Computer Interface; Independent Component Analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Consumer Electronics (ICCE), 2012 IEEE International Conference on
Conference_Location :
Las Vegas, NV
ISSN :
2158-3994
Print_ISBN :
978-1-4577-0230-3
Type :
conf
DOI :
10.1109/ICCE.2012.6161895
Filename :
6161895
Link To Document :
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