DocumentCode
2666664
Title
The low-cost implement of a phase coding SSVEP-Based BCI system
Author
Shyu, Kuo-Kai ; Lee, Po-Lei ; Lee, Ming-Huan ; Chiu, Yun-Jen
Author_Institution
Dept. of Electr. Eng., Nat. Central Univ., Jhongli, Taiwan
fYear
2010
fDate
12-15 Dec. 2010
Firstpage
559
Lastpage
562
Abstract
This paper uses the phase feature of steady-state visual evoked potential (SSVEP) to implement a brain-computer interface (BCI) system. The proposed system composes with a LED stimulation panel, a biomedical signal processed circuit, and an field-programmable gate array (FPGA)-based real-time signal processor. This design is different from the other BCI systems, which uses expensive electroencephalography (EEG) measurement equipment, personal computer, and commercial real-time signal-processing software. Besides, the proposed design uses phase feature to instead of frequency feature of SSVEP signal. The proposed system allows that users can use their brainwave to connect with external world by themselves. Implementing a prototype of the FPGA-based SSVEP BCI system verifies the effectiveness of the proposed system. The proposed system has reached an average transfer rate about 24.67 bits/min for normal subjects. Experimental results show that the subjects´ SSVEP can successfully use the proposed BCI system with high identification accuracy.
Keywords
brain-computer interfaces; electroencephalography; field programmable gate arrays; medical signal processing; visual evoked potentials; LED stimulation panel; SSVEP phase feature; biomedical signal processing circuit; brain-computer interface system; electroencephalography measurement; field programmable gate array; phase coding; signal processing software; steady-state visual evoked potential; Accuracy; Light emitting diodes; Robots; Field-programmable gate array (FPGA); brain-computer interface (BCI); steady-state visual-evoked potential (SSVEP);
fLanguage
English
Publisher
ieee
Conference_Titel
Electronics, Circuits, and Systems (ICECS), 2010 17th IEEE International Conference on
Conference_Location
Athens
Print_ISBN
978-1-4244-8155-2
Type
conf
DOI
10.1109/ICECS.2010.5724573
Filename
5724573
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