一种基于SSVEP和P300的联合脑-机接口范式
BCI paradigm based on the combination of SSVEP and P300
与传统基于单一脑电信号的脑-机接口(BCI)相比,基于多种特征信号的联合BCI能有效提高BCI性能。针对SSVEP和P300诱发电位的联合,提出了新的刺激编码方式,构建了一种基于SSVEP和P300的联合BCI系统。通过设计3×3字符刺激矩阵,矩阵中纵列按各自设定频率闪烁诱发SSVEP,横行随机出现蓝色框诱发P300。实验表明,当受试者注视并关注目标字符,SSVEP和P300能够被同时诱发,且对脑电信号中P300和SSVEP特征进行识别能够检测出受试者选取的字符。与传统基于P300的字符BCI相比,刺激诱发时间减少了一半,从根本上提高了BCI的速度。在以后工作中,系统可以扩展到更大矩阵(如6×6),构建更为实用的联合BCI系统。
Hybrid BCI based on multiple electroencephalographs could effectively improve the performance comparing to the traditional BCI based on single EEG. In consideration to the combination of SSVEP and P300, A new encoding-stimulus model is proposed and then a hybrid BCI paradigm model based on the combination of SSVEP and P300 EEG is devised. In a 3 by 3 character stimulus matrix, columns of characters are flicked at a set frequency to induced SSVEP and a random blue frame is shown on rows to induce P300. Experiments show that when subjects stared a target character, SSVEP and P300 can be induced simultaneously. Therefore, the identification of P300 and SSVEP can detect the target character which subjects selected. Comparing to the traditional P300 BCI paradigm for character-input, the proposed system is able to reduce running time and fundamentally improve the system processing speed. The more practical enhancement with more characters matrix can be extended such as 6 by 6, and a more practical BCI system by multi signal features can be achieved.
匡光涛、王索刚
电子技术应用
脑-机接口脑电信号稳态视觉诱发电位P300诱发电位
Brain-computer interface (BCI)EEGSteady-state visually evoked potentials (SSVEP)P300
匡光涛,王索刚.一种基于SSVEP和P300的联合脑-机接口范式[EB/OL].(2014-01-17)[2025-08-16].http://www.paper.edu.cn/releasepaper/content/201401-786.点此复制
评论