EMG Signal Analysis on Flexion Extension Movements of The Hand and Leg Using Matlab

Destra Andika Pratama, Yeni Irdayanti, Satrio Aditiyas Sukardi
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Abstract

Muscle Spiker Shield is a tool used to record electrical signals generated by the muscles of the human body. These signals can provide important information about the health and activities of organisms, especially humans. As technology advances, more and more devices can be used to record the activity of these signals, including the Muscle Spiker Shield. One of the uses of the Muscle Spiker Shield is to monitor muscle wave activity. Human muscle waves are electrical signals generated by muscles and can provide information about the state of a person's movement activity. Monitoring human muscle wave activity can help in various fields, such as medicine, psychology, and sports. Currently, an electromyograph has been developed which functions as a voltage meter for all muscles to detect muscles in a state of tension and relaxation with the help of a microcontroller. On the Electromyography signal output then to the Arduino uno microcontroller. When using the Muscle Spiker Shield tool with MATLAB, the signals recorded by the tool are imported into the MATLAB software. Then, the data can be processed using various signal analysis techniques, such as filtering, peak detection and statistical processing. Some of the applications that can be done are monitoring leg and hand muscle wave activity during meditation, monitoring muscle wave activity to determine a person's movements, and monitoring muscle wave activity during exercise.
基于Matlab的手、腿屈伸运动的肌电信号分析
Muscle Spiker Shield是一种用于记录人体肌肉产生的电信号的工具。这些信号可以提供有关生物体,特别是人类的健康和活动的重要信息。随着技术的进步,越来越多的设备可以用来记录这些信号的活动,包括肌肉刺盾。肌刺盾的用途之一是监测肌波活动。人体肌肉波是由肌肉产生的电信号,可以提供有关人体运动活动状态的信息。监测人体肌肉波活动可以在医学、心理学和运动等各个领域提供帮助。目前,已经开发出一种肌电图,它可以作为所有肌肉的电压计,在微控制器的帮助下检测肌肉的紧张和放松状态。然后将肌电信号输出到Arduino uno微控制器。在MATLAB中使用Muscle Spiker Shield工具时,将工具记录的信号导入MATLAB软件中。然后,可以使用各种信号分析技术对数据进行处理,如滤波、峰值检测和统计处理。它的一些应用包括在冥想时监测腿部和手部的肌肉波活动,监测肌肉波活动来确定一个人的动作,以及监测运动时的肌肉波活动。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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