A method of recognizing finger-flexing motion using muscle action potential waveforms

T. Terado, O. Fujiwara
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引用次数: 1

Abstract

For the bedridden person's lives, not only the movement but also the communication have been restricted. Regarding our support of a daily life, the construction of the human interface system that substitutes the movement means and the means of communication becomes an important problem. Regarding the human interface system, the system device that can be easily used for many bedridden people is needed. Hence, we will propose the electromyogram interface system that have finger-flexing motion and can be easily moved even in the state of bedridden. The prototype model is actually constructed with an electromyograph of the telemeter type and a computer. The finger-flexing motion is identified by the discrimination analysis method in the data analysis. In this report, the prototype system is actually produced In the system, the finger-flexing motion can be recognizes more than 90% on average. It means that the reproduction of the means of communication can be used by this technique.
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一种利用肌肉动作电位波形识别手指屈曲动作的方法
对于卧床病人的生活来说,不仅活动受到限制,交流也受到限制。对于我们日常生活的支撑,构建替代运动手段和交流手段的人机界面系统成为一个重要的问题。在人机界面系统方面,需要能够方便很多卧床病人使用的系统设备。因此,我们将提出具有手指屈曲运动的肌电图接口系统,即使在卧床状态下也可以轻松移动。原型模型实际上是用遥测式肌电描记器和计算机构建的。在数据分析中,采用判别分析法对手指屈曲动作进行识别。在本报告中,原型系统实际制作完成,在系统中,手指屈曲动作的识别率平均在90%以上。这意味着复制的通信手段可以使用这种技术。
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