Implementation of EMG data-based rehabilitation assistance system

Ji-Yun Seo, Yun-Hong Noh, Do-Un Jeong
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Abstract

Existing rehabilitation treatment, based on the experience base of experts, to do a lot of treatment and training. However, in this research, we implemented a rehabilitation support system based on data that can support efficient rehabilitation based on more objective data. Implemented system utilizes EMG, acceleration sensor and gyro sensor, it becomes a measurement, so it is possible to accumulate more objective data and plan a treatment when doing rehabilitation treatment. Also, in order to monitor this in real time, implemented a Bluetooth based application monitoring section. In order to evaluate the performance of the implemented system, we measured EMG signals, acceleration sensor signals and gyro sensor signals of 5 test subjects according to various rehabilitation exercise postures and analyzed them.
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基于肌电图数据的康复辅助系统的实现
现有的康复治疗,基于专家的经验基础,做了大量的治疗和培训。然而,在本研究中,我们实现了一个基于数据的康复支持系统,可以基于更客观的数据支持高效的康复。所实现的系统利用肌电图、加速度传感器和陀螺仪传感器,使其成为一种测量,从而可以在进行康复治疗时积累更客观的数据和制定治疗方案。此外,为了实时监控这一点,实现了基于蓝牙的应用程序监控部分。为了评价所实现系统的性能,我们根据不同的康复运动姿势测量了5名被试的肌电信号、加速度传感器信号和陀螺传感器信号,并对其进行了分析。
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