P300脑控轮椅无线数模转换器的设计与实现

Zizhu Li, Boning Li, Wenping Luo, Jianting Cao
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引用次数: 0

摘要

本文介绍了一种利用无线数模转换器进行信号传输的P300脑控轮椅系统。无线数模转换器解决了设备连接问题,简化了信号传输,无需复杂的串行端口协议。训练支持向量机模型提取脑电信号中的P300分量。P300刺激器被设计用来引起P300成分的反应,受试者通过观察随机闪烁的白色圆圈来控制轮椅的运动。在一辆改装轮椅上进行了实验验证,验证了该方法的有效性和可靠性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design and Implementation of P300 Brain-Controlled Wheelchair with a Developed Wireless DA Converter
This article presents a P300 brain-controlled wheelchair system utilizing a wireless Digital-to-Analog converter for signal transmission. The wireless Digital-to-Analog converter addresses issues with device connectivity and simplifies signal transmission, removing the need for complex serial port protocols. A support vector machine model is trained to extract the P300 component from the Electroencephalogram signal. A P300 stimulator is designed to elicit the P300 component response, with subjects controlling the wheelchair's movement by looking at randomly flickering white circles. Experimental validation is conducted on a modified wheelchair, demonstrating the effectiveness and reliability of the proposed method.
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