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Monitoring of upper-limb EMG signal activities using a low cost system: Towards a power-assist robotic arm

机译:使用低成本系统监测上肢肌电信号活动:朝向动力辅助机器人手臂

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摘要

Many human activities depend on upper-limb motion, which can be characterized and estimated using the activation levels of the electromyography (EMG) signal of the upper-limb muscles. Researchers are devoting much effort to investigating these activities during elbow extension and flexion. Also, a few studies have concluded with the development of a power-assisted arm. However, the systems introduced so far are expensive and there are long waiting lists of people requesting such systems. The aim of the present work is to develop a power-assist arm based on the EMG signal activities of the upper-limb, and this paper describes the first part of this study focusing on the monitoring of EMG signals during upper limb activities based on the development of a low-cost system. The relationship between elbow motion and the activity level of the biceps muscle is characterised and different relevant features are logged. The new low-cost system is then validated against the Biopack specialised biomedical measurement system.
机译:许多人类活动都取决于上肢运动,这可以使用上肢肌肉的肌电图(EMG)信号的激活水平来表征和估算。研究人员正在竭尽全力调查肘部伸展和屈曲过程中的这些活动。同样,一些研究以动力辅助臂的发展而告终。然而,迄今为止引入的系统是昂贵的,并且有大量等待此类系统的人的等待清单。本工作的目的是开发一种基于上肢的EMG信号活动的助力臂,本文介绍了本研究的第一部分,重点是基于上肢的EMG信号的监测。开发低成本系统。表征肘部运动与二头肌肌肉活动水平之间的关系,并记录不同的相关特征。然后,针对新的低成本系统通过Biopack专业生物医学测量系统进行了验证。

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