Comparision of different control algorithms for a knee exoskeleton

Yuhao Luo, Can Wang, Zheng Wang, Yue Ma, Xinyu Wu
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引用次数: 1

Abstract

Though the rapidly development in exoskeleton robot area, there are still some challenges, such as the safe and friendly human-machine interaction. In this paper, we proposed a novel knee exoskeleton driven by Series Elastic Actuator (SEA) which is a compliant actuator has the characteristic low output impedance, low friction, high quality force control and back-drivability. As for walking assistance, the force control is vital. Here, we mainly apply two control method to achieve the robust force control, one is the feedback control with enchaned distrubance observer, another is the Integral Sliding Mode Control (ISM). We test both the stability and force tracking performance of the two controler. The result showed that both algorithms can achieve the satisfactory performance and the ISM algorithm obtained the slightly better result.
膝关节外骨骼不同控制算法的比较
尽管外骨骼机器人领域发展迅速,但仍存在安全友好的人机交互等问题。本文提出了一种基于串联弹性致动器(SEA)驱动的新型膝关节外骨骼,它是一种具有低输出阻抗、低摩擦、高质量力控制和反驱动特性的柔性致动器。至于行走辅助,力的控制是至关重要的。在此,我们主要采用两种控制方法来实现鲁棒力控制,一种是带有附加干扰观测器的反馈控制,另一种是积分滑模控制(ISM)。测试了这两个控制器的稳定性和力跟踪性能。结果表明,两种算法均能取得满意的效果,ISM算法的效果略好。
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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