Assisting walking balance using a bio-inspired exoskeleton controller

被引:16
作者
Afschrift, M. [1 ,2 ]
van Asseldonk, E. [3 ]
van Mierlo, M. [3 ]
Bayon, C. [3 ]
Keemink, A. [3 ]
D'Hondt, L. [4 ]
van der Kooij, H. [3 ,5 ]
De Groote, F. [4 ]
机构
[1] Katholieke Univ Leuven, Dept Mech Engn, Robot Core Lab Flanders Make, Leuven, Belgium
[2] Vrije Univ Amsterdam, Dept Human Movement Sci, Amsterdam, Netherlands
[3] Univ Twente, Dept Biomech Engn, Enschede, Netherlands
[4] Katholieke Univ Leuven, Dept Movement Sci, Leuven, Belgium
[5] Delft Univ Technol, Dept Biomech Engn, Delft, Netherlands
关键词
Exoskeleton; Assist balance control; Biomimetic control; Musculoskeletal modelling; ASSISTANCE; MECHANICS; IMPEDANCE; RECOVERY; ANKLE;
D O I
10.1186/s12984-023-01205-9
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
BackgroundBalance 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.MethodsHumans 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.ResultsAcross twelve subjects, exoskeleton support reduced calf muscle activity in steady-state walking by 19% with respect to a minimal impedance controller (p < 0.001). Proportional feedback of the center of mass velocity improved balance support after perturbation. Muscle activity is reduced in response to push and pull perturbations by 10% (p = 0.006) and 16% (p < 0.001) and center of mass deviations by 9% (p = 0.026) and 18% (p = 0.002) with respect to the same controller without center of mass feedback.ConclusionOur control approach implemented on bilateral ankle exoskeletons can thus effectively support steady-state walking and balance control and therefore has the potential to improve mobility in balance-impaired individuals.
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页数:14
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共 51 条
[1]   Similar sensorimotor transformations control balance during standing and walking [J].
Afschrift, Maarten ;
De Groote, Friedl ;
Jonkers, Ilse .
PLOS COMPUTATIONAL BIOLOGY, 2021, 17 (06)
[2]   CasADi: a software framework for nonlinear optimization and optimal control [J].
Andersson, Joel A. E. ;
Gillis, Joris ;
Horn, Greg ;
Rawlings, James B. ;
Diehl, Moritz .
MATHEMATICAL PROGRAMMING COMPUTATION, 2019, 11 (01) :1-36
[3]   Cooperative ankle-exoskeleton control can reduce effort to recover balance after unexpected disturbances during walking [J].
Bayon, Cristina ;
Keemink, Arvid Q. L. ;
van Mierlo, Michelle ;
Rampeltshammer, Wolfgang ;
van der Kooij, Herman ;
van Asseldonk, Edwin H. F. .
JOURNAL OF NEUROENGINEERING AND REHABILITATION, 2022, 19 (01)
[4]   Exoskeletons need to react faster than physiological responses to improve standing balance [J].
Beck, Owen N. ;
Shepherd, Max K. ;
Rastogi, Rish ;
Martino, Giovanni ;
Ting, Lena H. ;
Sawicki, Gregory S. .
SCIENCE ROBOTICS, 2023, 8 (75)
[5]   Control of human gait stability through foot placement [J].
Bruijn, Sjoerd M. ;
van Dieen, Jaap H. .
JOURNAL OF THE ROYAL SOCIETY INTERFACE, 2018, 15 (143)
[6]   Optimized hip-knee-ankle exoskeleton assistance at a range of walking speeds [J].
Bryan, Gwendolyn M. ;
Franks, Patrick W. ;
Song, Seungmoon ;
Voloshina, Alexandra S. ;
Reyes, Ricardo ;
O'Donovan, Meghan P. ;
Gregorczyk, Karen N. ;
Collins, Steven H. .
JOURNAL OF NEUROENGINEERING AND REHABILITATION, 2021, 18 (01)
[7]   The role of intrinsic muscle mechanics in the neuromuscular control of stable running in the guinea fowl [J].
Daley, Monica A. ;
Voloshina, Alexandra ;
Biewener, Andrew A. .
JOURNAL OF PHYSIOLOGY-LONDON, 2009, 587 (11) :2693-2707
[8]   Evaluation of Direct Collocation Optimal Control Problem Formulations for Solving the Muscle Redundancy Problem [J].
De Groote, Friedl ;
Kinney, Allison L. ;
Rao, Anil V. ;
Fregly, Benjamin J. .
ANNALS OF BIOMEDICAL ENGINEERING, 2016, 44 (10) :2922-2936
[9]   The relation between neuromechanical parameters and Ashworth score in stroke patients [J].
de Vlugt, Erwin ;
de Groot, Jurriaan H. ;
Schenkeveld, Kim E. ;
Arendzen, J. Hans ;
van der Helm, Frans C. T. ;
Meskers, Carel G. M. .
JOURNAL OF NEUROENGINEERING AND REHABILITATION, 2010, 7
[10]   OpenSim: open-source software to create and analyze dynamic Simulations of movement [J].
Delp, Scott L. ;
Anderson, Frank C. ;
Arnold, Allison S. ;
Loan, Peter ;
Habib, Ayman ;
John, Chand T. ;
Guendelman, Eran ;
Thelen, Darryl G. .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2007, 54 (11) :1940-1950