基于模糊逻辑和PID的多输入康复可穿戴外骨骼运动控制

M. Tageldeen, I. Elamvazuthi, P. Nallagownden
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引用次数: 6

摘要

日益增加的老龄化和残疾人口要求提供更有效和高效率的援助和康复。动力外骨骼是一种可穿戴机器人,它可以附着在残疾的肢体上,目的是为肢体增加动力和纠正功能。本研究提出了一种基于肌电图的上肢外骨骼,该外骨骼以模糊控制器为基础,结合转矩估计校正技术来改进模糊系统估计。Exoskeleton内置了一个互动游戏界面,让患者参与康复过程,该界面可以预先设置为不同的训练模式的医疗监督。本文讨论了基于模糊逻辑和PID的多输入康复可穿戴外骨骼运动控制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Motion control for a multiple input rehabilitation wearable exoskeleton using fuzzy logic and PID
The increasing aging and disabled population has necessitated for a more effective and efficient assistance and rehabilitation. Powered Exoskeletons are wearable robots that can be attached to the disabled limb with the goal of adding power to and rectifying the limb functionality. This research proposes an EMG-based upper limb exoskeleton that is built on a fuzzy controller with incorporation of a torque estimation correction technique to improve the fuzzy system estimation. The Exoskeleton is built with an interactive gaming interface to engage the patients in the rehabilitation process where the interface can be preset on medical supervision for different training patterns. The motion control of multiple input rehabilitation wearable exoskeleton using fuzzy logic and PID is discussed in the paper.
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