脑电波技术给残疾人互联网接入

Y. Tai, Y. J. Tian, T. W. Huang, K. Sun
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引用次数: 7

摘要

由于缺乏对鼠标的独立控制,严重残疾的人无法通过互联网浏览或学习。本文提出了一种脑机接口(BCI),以帮助严重残障人士,如肌萎缩侧索硬化症(ALS)残障人士在互联网上浏览或学习。通过分析事件相关电位(ERPs)的具体组成部分,可以实现光标控制。鼠标可以通过脑电波控制,以一种友好的方式移动或点击网页。本研究的主要贡献包括:(1)设计残疾人脑机接口;(2)将脑机接口的光标控制器嵌入网页;(3)进行临床实验;(4)分析实验结果、系统准确性和有效性;(5)评估系统的实用性并对未来的工作提出建议。本研究提出了两项创新技术:(1)利用位于O1的erp特定分量N2P3 (N200和P300的波峰波谷之差)来区分目标和非目标(非选择)信号;(2)设计了跟随光标的可移动水印BCI,而不是固定位置BCI。这项新技术由用户友好的界面支持,帮助残疾人与外界接触,从而产生积极的情绪。
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Brainwave Technology Gives Internet Access to the Physically Disabled
It is impossible for severely disabled people to browse or learn through the Internet due to the mere lack of independent control of the mouse. This paper proposes a brain computer interface (BCI) to aid severely disabled individuals, such as people disabled by amyotrophic lateral sclerosis (ALS), in browsing or learning on the Internet. By analyzing specific components of event-related potentials (ERPs), cursor control can be achieved. The cursor can be controlled by brain waves in a user-friendly manner to move or click on the web page. The major contributions of this research include: (1) designing a BCI for disabled people, (2) embedding the BCI's cursor controller into a web page, (3) conducting clinical experiments, (4) analysing the experimental results, system accuracy, and effectiveness, and (5) evaluating the system's practicability and giving suggestions for future work. There are two innovative technologies proposed in this research: (1) a specific component of ERPs located at O1, the N2P3 (the difference between the peak and trough of N200 and P300), was used to differentiate targeted from non-targeted (non-selected) signals, (2) instead of a fixed position style BCI, a movable watermark style BCI which follows the cursor was designed. The novel technique supported by a user-friendly interface helps the disabled have contact with the outside world resulting in positive emotions.
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