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用于增强中风幸存者行走时踝关节力量的软外骨骼离线辅助优化

Offline assistance optimization of a soft exosuit for augmenting ankle power of stroke survivors during walking.

作者信息

Siviy Christopher, Bae Jaehyun, Baker Lauren, Porciuncula Franchino, Baker Teresa, Ellis Terry D, Awad Louis N, Walsh Conor J

机构信息

Harvard John A. Paulson School of Engineering and Applied Sciences and the Wyss Institute for Biologically Inspired Engineering.

Department of Physical Therapy and Athletic Training, Boston University and the Wyss Institute for Biologically Inspired Engineering.

出版信息

IEEE Robot Autom Lett. 2020;5(2):828-835. doi: 10.1109/lra.2020.2965072. Epub 2020 Jan 9.

Abstract

Locomotor impairments afflict more than 80% of people poststroke. Our group has previously developed a unilateral ankle exosuit aimed at assisting the paretic ankle joint of stroke survivors during walking. While studies to date have shown promising biomechanical and physiological changes, there remains opportunity to better understand how changes in plantarflexion (PF) assistance profiles impact wearer response. In healthy populations, studies explicitly varying augmentation power have been informative about how exosuit users are sensitive to changes in PF assistance; however there are challenges in applying existing methods to a medical population where significantly higher gait variability and limited walking capacity exist. This paper details an offline assistance optimization scheme that uses pre-recorded biomechanics data to generate torque profiles designed to deliver either positive or negative augmentation power in PF while being less sensitive to stride-by-stride variability. Additionally, we describe an admittance-control strategy that can effectively deliver PF force with RMS error less than 10 N. A preliminary study on six people poststroke demonstrates that offline assistance optimization can successfully isolate positive and negative augmentation power. Moreover, we show that in people poststroke, positive augmentation power effected changes in total positive ankle power while delivering negative augmentation power had no effect on total negative ankle power.

摘要

运动功能障碍影响超过80%的中风后患者。我们团队此前研发了一种单侧踝部外骨骼套装,旨在帮助中风幸存者在行走过程中辅助其患侧踝关节。尽管迄今为止的研究已显示出有前景的生物力学和生理变化,但仍有机会更好地理解跖屈(PF)辅助模式的变化如何影响穿戴者的反应。在健康人群中,明确改变增强功率的研究为外骨骼套装使用者对PF辅助变化的敏感度提供了信息;然而,将现有方法应用于步态变异性显著更高且行走能力有限的医学人群存在挑战。本文详细介绍了一种离线辅助优化方案,该方案使用预先记录的生物力学数据生成扭矩模式,旨在在PF中提供正向或负向增强功率,同时对逐步变异性不太敏感。此外,我们描述了一种导纳控制策略,该策略能够以均方根误差小于10 N的精度有效施加PF力。对六名中风后患者的初步研究表明,离线辅助优化能够成功分离正向和负向增强功率。此外,我们表明,在中风后患者中,正向增强功率影响了踝关节总正向功率的变化,而施加负向增强功率对踝关节总负向功率没有影响。

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