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迈向动力假肢腿的统一控制:一项模拟研究。

Toward Unified Control of a Powered Prosthetic Leg: A Simulation Study.

作者信息

Quintero David, Martin Anne E, Gregg Robert D

机构信息

Departments of Bioengineering and Mechanical Engineering, University of Texas at Dallas, Richardson, TX 75080. A.E.

Department of Mechanical and Nuclear Engineering, Pennsylvania State University, State College, PA 16801.

出版信息

IEEE Trans Control Syst Technol. 2018 Jan;26(1):305-312. doi: 10.1109/TCST.2016.2643566. Epub 2017 Jan 16.

Abstract

This brief presents a novel control strategy for a powered knee-ankle prosthesis that unifies the entire gait cycle, eliminating the need to switch between controllers during different periods of gait. A reduced-order Discrete Fourier Transformation (DFT) is used to define virtual constraints that continuously parameterize periodic joint patterns as functions of a mechanical phasing variable. In order to leverage the provable stability properties of Hybrid Zero Dynamics (HZD), hybrid-invariant Bézier polynomials are converted into unified DFT virtual constraints for various walking speeds. Simulations of an amputee biped model show that the unified prosthesis controller approximates the behavior of the original HZD design under ideal scenarios and has advantages over the HZD design when hybrid invariance is violated by mismatches with the human controller. Two implementations of the unified virtual constraints, a feedback linearizing controller and a more practical joint impedance controller, produce similar results in simulation.

摘要

本简报提出了一种用于动力膝盖-脚踝假肢的新型控制策略,该策略统一了整个步态周期,无需在步态的不同阶段在控制器之间进行切换。使用降阶离散傅里叶变换(DFT)来定义虚拟约束,这些约束将周期性关节模式作为机械相位变量的函数进行连续参数化。为了利用混合零动态(HZD)的可证明稳定性特性,将混合不变贝塞尔多项式转换为适用于各种步行速度的统一DFT虚拟约束。对截肢者双足模型的模拟表明,在理想情况下,统一假肢控制器近似于原始HZD设计的行为,并且当与人类控制器的不匹配违反混合不变性时,该控制器比HZD设计具有优势。统一虚拟约束的两种实现方式,即反馈线性化控制器和更实用的关节阻抗控制器,在模拟中产生了相似的结果。

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本文引用的文献

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Stable, Robust Hybrid Zero Dynamics Control of Powered Lower-Limb Prostheses.动力下肢假肢的稳定、鲁棒混合零动态控制
IEEE Trans Automat Contr. 2017 Aug;62(8):3930-3942. doi: 10.1109/TAC.2017.2648040. Epub 2017 Jan 5.
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Unified Phase Variables of Relative Degree Two for Human Locomotion.人类运动相对度为二的统一相变量。
Annu Int Conf IEEE Eng Med Biol Soc. 2016 Aug;2016:6262-6267. doi: 10.1109/EMBC.2016.7592160.
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A Unified Parameterization of Human Gait Across Ambulation Modes.跨行走模式的人类步态统一参数化
Annu Int Conf IEEE Eng Med Biol Soc. 2016 Aug;2016:2179-2183. doi: 10.1109/EMBC.2016.7591161.
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A Robust Parameterization of Human Gait Patterns Across Phase-Shifting Perturbations.一种针对相移扰动的人体步态模式的稳健参数化方法。
IEEE Trans Neural Syst Rehabil Eng. 2017 Mar;25(3):265-278. doi: 10.1109/TNSRE.2016.2569019. Epub 2016 May 13.
9
Unifying the Gait Cycle in the Control of a Powered Prosthetic Leg.统一动力假肢腿部控制中的步态周期。
IEEE Int Conf Rehabil Robot. 2015 Aug;2015:289-294. doi: 10.1109/ICORR.2015.7281214.

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