Assisting walking balance using a bio-inspired exoskeleton controller

Autor: M. Afschrift, E. van Asseldonk, M. van Mierlo, C. Bayon, A. Keemink, L. D’Hondt, H. van der Kooij, F. De Groote
Jazyk: angličtina
Rok vydání: 2023
Předmět:
Zdroj: Journal of NeuroEngineering and Rehabilitation, Vol 20, Iss 1, Pp 1-14 (2023)
Druh dokumentu: article
ISSN: 1743-0003
DOI: 10.1186/s12984-023-01205-9
Popis: Abstract Background Balance control is important for mobility, yet exoskeleton research has mainly focused on improving metabolic energy efficiency. Here we present a biomimetic exoskeleton controller that supports walking balance and reduces muscle activity. Methods Humans restore balance after a perturbation by adjusting activity of the muscles actuating the ankle in proportion to deviations from steady-state center of mass kinematics. We designed a controller that mimics the neural control of steady-state walking and the balance recovery responses to perturbations. This controller uses both feedback from ankle kinematics in accordance with an existing model and feedback from the center of mass velocity. Control parameters were estimated by fitting the experimental relation between kinematics and ankle moments observed in humans that were walking while being perturbed by push and pull perturbations. This identified model was implemented on a bilateral ankle exoskeleton. Results Across twelve subjects, exoskeleton support reduced calf muscle activity in steady-state walking by 19% with respect to a minimal impedance controller (p
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