Title :
Development of a Low-Cost FPGA-Based SSVEP BCI Multimedia Control System
Author :
Kuo-Kai Shyu ; Po-Lei Lee ; Ming-Huan Lee ; Ming-Hong Lin ; Ren-Jie Lai ; Yun-Jen Chiu
Author_Institution :
Dept. of Electr. Eng., Nat. Central Univ., Jungli, Taiwan
fDate :
4/1/2010 12:00:00 AM
Abstract :
This paper proposes a low-cost field-programmable gate-array (FPGA)-based brain-computer interface (BCI) multimedia control system, different from the BCI system, which uses bulky and expensive electroencephalography (EEG) measurement equipment, personal computer, and commercial real-time signal-processing software. The proposed system combines a customized stimulation panel, a brainwave-acquisition circuit, and an FPGA-based real-time signal processor and allows users to use their brainwave to communicate with or control multimedia devices by themselves. This study also designs a light-emitting diode stimulation panel instead of cathode ray tube or liquid-crystal display used in existing studies, to induce a stronger steady-state visual evoked potential (SSVEP), a kind of EEG, used as the input signal of the proposed BCI system. Implementing a prototype of the SSVEP-based BCI multimedia control system verifies the effectiveness of the proposed system. Experimental results show that the subjects´ SSVEP can successfully control the multimedia device through the proposed BCI system with high identification accuracy.
Keywords :
biomedical electronics; biomedical equipment; brain-computer interfaces; data acquisition; electroencephalography; field programmable gate arrays; light emitting diodes; medical control systems; medical signal processing; microcomputers; multimedia communication; signal processing equipment; visual evoked potentials; FPGA-based real-time signal processor; a light-emitting diode stimulation panel; brain-computer interface; brainwave-acquisition circuit; cathode ray tube; commercial real-time signal-processing software; customized stimulation panel; electroencephalography measurement equipment; field-programmable gate-array; input signal; liquid-crystal display; low-cost FPGA-Based SSVEP BCI multimedia control system; personal computer; steady-state visual evoked potential; Brain computer interfaces; Circuits; Control systems; Electroencephalography; Microcomputers; Multimedia systems; Real time systems; Signal design; Signal processing; Software measurement; Field-programmable gate array (FPGA); low-cost brain–computer interface (BCI); steady-state visual-evoked potential (SSVEP);
Journal_Title :
Biomedical Circuits and Systems, IEEE Transactions on
DOI :
10.1109/TBCAS.2010.2042595