Six-axis lower-limb exoskeleton control system based on Neural Networks

Eduardo Alcivar-Molina, Jorge Hurel, Efrain Teran, Geancarlos Zamora-Olea, R. Ponguillo, Francis R. Loayza
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Abstract

One of the pressing problems in people with motor disabilities in Ecuador is the high impact of this phenomenon, which is influenced by poverty and social marginalization. Currently, research and technological development aims at the applications of robotic devices for therapeutic and rehabilitation purposes, areas with little development in this country. This article presents the design of a control system for an exoskeleton, to assist in rehabilitation processes for children with partial or total lower limb motor disability. The device, adaptable to the different anatomies of patients, has a control and data acquisition system that allows its operation either directly by the user or externally by a physiotherapist.
基于神经网络的下肢外骨骼六轴控制系统
厄瓜多尔运动障碍者面临的紧迫问题之一是这一现象的严重影响,这一现象受到贫穷和社会边缘化的影响。目前,研究和技术开发的目标是将机器人设备应用于治疗和康复目的,这是该国发展很少的领域。本文介绍了一种外骨骼控制系统的设计,以协助部分或全部下肢运动障碍儿童的康复过程。该设备可适应不同解剖结构的患者,具有控制和数据采集系统,允许用户直接操作或由物理治疗师外部操作。
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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