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
Link To Document :
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