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A quadcopter controlled by brain concentration and eye blink

机译:由脑浓度和眼睛闪烁控制的四脚步

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Brain computer interface (BCI) is a technology that enables a user to interact with the outside world by measuring and analysing signals associated with neural activity, and mapping an identified neural activity pattern to a behavior or action. In this work, an BCI system was developed where the operation of a quadcopter is controlled by identified brain concentration and eye blink patterns. A portable electroencephalography (EEG) headset is used to acquire neural signal around forehead and both eyes. Acquired EEG data are sent to a data processing computer wirelessly and processed in real-time. Identified brain concentration and eye blink patterns are associated with quadcopter operation commands and transmitted to the remote control that is modified to interface with the computer. The BCI system was evaluated by an experiment study and classification accuracy was calculated. Experimental results indicate that the system can achieve the expected performance without using EEG data from all channels and complicated data processing algorithms.
机译:脑电脑界面(BCI)是一种技术,使用户能够通过测量和分析与神经活动相关的信号来与外界进行交互,并将识别的神经活动模式映射到行为或动作。在这项工作中,开发了BCI系统,其中通过鉴定的脑浓度和眼睛闪烁模式来控制Quadcopter的操作。便携式脑电图(EEG)耳机用于在前额和双眼周围获取神经信号。获取的EEG数据无线地发送到数据处理计算机并实时处理。鉴定的大脑浓度和眼睛闪烁模式与Quadcopter操作命令相关联,并传输到被修改为与计算机接口的遥控器。通过实验研究评估BCI系统,并计算了分类准确性。实验结果表明,该系统可以在不使用来自所有通道的EEG数据和复杂的数据处理算法的情况下实现预期的性能。

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