Brain Computer Interface for smart living environment

Judy Tabbal, Khaled Mechref, Wassim El-Falou
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引用次数: 5

Abstract

Brain-computer interface (BCI) provides a pathway communication between human brain and computer system. Its main goal is to allow for non-muscular communication with external world, which may be the only way for patients in a locked-in state. In this paper, many approaches are studied where users healthy brain signals are recorded using electroencephalogram (EEG) and explored in order to be able to control some smart home appliances and a robotic arm for self-feeder to help disabled persons, who cannot move or talk, to live independently in a brain-controlled environment. Specifically, the Steady State Visual Evoked Potentials (SSVEP) brain response induced by visual stimulus is used to detect at which frequency the subject is exactly looking, and at this moment the software sends the corresponding request to move the robotic arm to the desired plate to feed himself. Also, a Wi-Fi-based smart home automation is introduced, where light intensity and fan speed are controlled automatically through the physiological state of the individual without any external stimuli, or voluntary through the SSVEP method. Finally, a comfortable way is proposed to let the user choose between two options by an EEG-based color recognition (red and blue colors).
智能生活环境的脑机接口
脑机接口(brain -computer interface, BCI)是人脑与计算机系统之间的通信通道。它的主要目标是允许与外部世界进行非肌肉交流,这可能是闭锁状态下患者的唯一途径。本文研究了许多方法,利用脑电图(EEG)记录用户的健康大脑信号,并探索了能够控制一些智能家电和用于自动喂食的机械臂,以帮助无法移动或说话的残疾人在大脑控制的环境中独立生活。具体来说,由视觉刺激引起的稳态视觉诱发电位(SSVEP)大脑反应被用来检测受试者准确地在哪个频率上看,此时软件发送相应的请求,将机械臂移动到所需的盘子上,以便自己进食。此外,还介绍了一种基于wi - fi的智能家居自动化,在没有任何外部刺激的情况下,通过个人的生理状态自动控制光线强度和风扇速度,或者通过SSVEP方法自愿控制。最后,提出了一种基于脑电图的颜色识别(红色和蓝色),让用户在两个选项之间进行选择的舒适方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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