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