Fast replanning of a lower-limb exoskeleton trajectories for rehabilitation

被引:3
|
作者
Brunet, Maxime [1 ]
Petriaux, Marine [1 ]
Di Meglio, Florent [2 ]
Petit, Nicolas [2 ]
机构
[1] Wandercraft, 88 Rue Rivoli, F-75004 Paris, France
[2] PSL Univ, Ctr Automat & Syst, MINES Paris, 60 Bd St Michel, F-75272 Paris, France
关键词
WALKING; GENERATION;
D O I
10.1109/CDC51059.2022.9992460
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The paper addresses the rehabilitation of disabled patients using a lower-limb fully-actuated exoskeleton. We propose a novel numerical method to replan the current step without jeopardizing stability. Stability is evaluated in the light of a simple linear time-invariant surrogate model. The method's core is the analysis of an input-constrained optimal control problem with state specified at an unspecified terminal time. A detailed study of the extremals given by Pontryagin Maximum Principle is sufficient to characterize its feasibility. This allows a fast replanning strategy. The efficiency of the numerical algorithm (resolution time below 1 ms) yields responsiveness to the patient's request. Realistic simulations on a full-body model of the patient-exoskeleton system stress that cases of practical interest for physiotherapists are well-addressed.
引用
收藏
页码:2039 / 2046
页数:8
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