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Brain computer interface for operating a robot

Humaira Nisar, Hari Chand Balasubramaniam, Aamir Saeed Malik

发表年份
2013
引用次数
3

摘要

A Brain-Computer Interface (BCI) is a hardware/software based system that translates the Electroencephalogram (EEG) signals produced by the brain activity to control computers and other external devices. In this paper, we will present a non-invasive BCI system that reads the EEG signals from a trained brain activity using a neuro-signal acquisition headset and translates it into computer readable form; to control the motion of a robot. The robot performs the actions that are instructed to it in real time. We have used the cognitive states like Push, Pull to control the motion of the robot. The sensitivity and specificity of the system is above 90 percent. Subjective results show a mixed trend of the difficulty level of the training activities. The quantitative EEG data analysis complements the subjective results. This technology may become very useful for the rehabilitation of disabled and elderly people.

关键词

HeadsetBrain–computer interfaceElectroencephalographyComputer scienceInterface (matter)RobotBrain activity and meditationSoftwareArtificial intelligenceHuman–computer interaction

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