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Development of a Wireless Embedded Brain - Computer Interface and Its Application on Drowsiness Detection and Warning

机译:无线嵌入式脑-计算机接口的研制及其在睡意预警中的应用。

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摘要

The existing bio-signal monitoring systems are mostly designed for signal recording without the capability of automatic analysis so that their applications are limited. The goal of this paper is to develop a real-time wireless embedded electroencephalogram (EEG) monitoring system that includes multichannel physiological acquisition, wireless transmission, and an embedded system. The wireless transmission can overcome the inconvenience of wire routing and the embedded multi-task scheduling for the dual-core processing system is developed to realize the real-time processing. The whole system has been applied to detect the driver's drowsiness for demonstration since drowsiness is considered as a serious cause of many traffic accidents. The electroencephalogram (EEG) features changes from wakefulness to drowsiness are extracted to detect the driver's drowsiness and an on-line warning feedback module is applied to avoid disasters caused by fatigue.
机译:现有的生物信号监测系统主要是为信号记录而设计的,没有自动分析的能力,因此其应用受到限制。本文的目的是开发一种实时无线嵌入式脑电图(EEG)监视系统,该系统包括多通道生理采集,无线传输和嵌入式系统。无线传输可以克服有线路由的不便,开发了针对双核处理系统的嵌入式多任务调度以实现实时处理。由于嗜睡被认为是造成许多交通事故的严重原因,因此整个系统已被用于检测驾驶员的嗜睡以进行示范。脑电图(EEG)从觉醒到睡意的变化被提取出来以检测驾驶员的睡意,并应用了在线警告反馈模块以避免疲劳引起的灾难。

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