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Directional eye movement detection system for virtual keyboard controller

机译:虚拟键盘控制器的定向眼动检测系统

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Several researches concerning electrooculography interface for Human Computer Interface (HCI) have been developed in recent years. For applications of disabled person such as lock-in, and Motor Neuron disease, a simple and effective technology for communication is necessary. Eye blink is defined as a selection command in existing research. Problem of current research is occurred when user blinks his eye involuntarily. To resolve this problem, in this paper, we develop a new electrooculography based system for typing words via virtual keyboard by using voltage threshold algorithm. EOG signal with different direction of eye movement in horizontal and vertical directions are detected. EOG signal is measured by two channels with six electrodes. Measurement circuit consists of three major processes: instrument amplifier, filter and signal conditioning amplifier processes. These circuits filter noise out, pass frequencies in ranges of EOG signal and then amplify the signal. The voltage threshold algorithm is then used to classify the EOG signal. Selection command is defined by closing eye in a short period of use to avoid eye blink involuntary. To test the performance of method, typing rate and accuracy are measured. Typing rate on virtual keyboard 25.94 seconds/letter and its accuracy is 95.2%. The results show the feasibility of proposed method.
机译:近年来,已经进行了有关人机界面(HCI)的眼电接口的研究。对于诸如锁定和运动神经元疾病之类的残疾人的应用,一种简单有效的交流技术是必要的。眨眼被定义为现有研究中的选择命令。当用户不自主地眨眼时会发生当前研究的问题。为了解决这个问题,本文开发了一种新的基于眼电学的系统,该系统使用电压阈值算法通过虚拟键盘键入单词。检测到水平和垂直方向上眼睛移动方向不同的EOG信号。 EOG信号由带有六个电极的两个通道测量。测量电路包括三个主要过程:仪表放大器,滤波器和信号调理放大器过程。这些电路滤除噪声,使频率达到EOG信号范围,然后放大信号。然后使用电压阈值算法对EOG信号进行分类。选择命令的定义是在短时间内闭眼以免眨眼。为了测试方法的性能,将测量打字率和准确性。虚拟键盘上的键入速度为25.94秒/字母,其准确性为95.2%。结果表明了该方法的可行性。

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