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Impact of elastic ankle exoskeleton stiffness on neuromechanics and energetics of human walking across multiple speeds

BACKGROUND: Elastic ankle exoskeletons with intermediate stiffness springs in parallel with the human plantarflexors can reduce the metabolic cost of walking by ~ 7% at 1.25 m s(− 1). In a move toward ‘real-world’ application, we examined whether the unpowered approach has metabolic benefit across a...

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Autores principales: Nuckols, Richard W., Sawicki, Gregory S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7294672/
https://www.ncbi.nlm.nih.gov/pubmed/32539840
http://dx.doi.org/10.1186/s12984-020-00703-4
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author Nuckols, Richard W.
Sawicki, Gregory S.
author_facet Nuckols, Richard W.
Sawicki, Gregory S.
author_sort Nuckols, Richard W.
collection PubMed
description BACKGROUND: Elastic ankle exoskeletons with intermediate stiffness springs in parallel with the human plantarflexors can reduce the metabolic cost of walking by ~ 7% at 1.25 m s(− 1). In a move toward ‘real-world’ application, we examined whether the unpowered approach has metabolic benefit across a range of walking speeds, and if so, whether the optimal exoskeleton stiffness was speed dependent. We hypothesized that, for any walking speed, there would be an optimal ankle exoskeleton stiffness - not too compliant and not too stiff - that minimizes the user’s metabolic cost. In addition, we expected the optimal stiffness to increase with walking speed. METHODS: Eleven participants walked on a level treadmill at 1.25, 1.50, and 1.75 m s(− 1) while we used a state-of-the-art exoskeleton emulator to apply bilateral ankle exoskeleton assistance at five controlled rotational stiffnesses (k(exo) = 0, 50, 100, 150, 250 Nm rad(− 1)). We measured metabolic cost, lower-limb joint mechanics, and EMG of muscles crossing the ankle, knee, and hip. RESULTS: Metabolic cost was significantly reduced at the lowest exoskeleton stiffness (50 Nm rad(− 1)) for assisted walking at both 1.25 (4.2%; p = 0.0162) and 1.75 m s(− 1) (4.7%; p = 0.0045). At these speeds, the metabolically optimal exoskeleton stiffness provided peak assistive torques of ~ 0.20 Nm kg(− 1) that resulted in reduced biological ankle moment of ~ 12% and reduced soleus muscle activity of ~ 10%. We found no stiffness that could reduce the metabolic cost of walking at 1.5 m s(− 1). Across all speeds, the non-weighted sum of soleus and tibialis anterior activation rate explained the change in metabolic rate due to exoskeleton assistance (p < 0.05; R(2) > 0.56). CONCLUSIONS: Elastic ankle exoskeletons with low rotational stiffness reduce users’ metabolic cost of walking at slow and fast but not intermediate walking speed. The relationship between the non-weighted sum of soleus and tibialis activation rate and metabolic cost (R(2) > 0.56) indicates that muscle activation may drive metabolic demand. Future work using simulations and ultrasound imaging will get ‘under the skin’ and examine the interaction between exoskeleton stiffness and plantarflexor muscle dynamics to better inform stiffness selection in human-machine systems.
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spelling pubmed-72946722020-06-16 Impact of elastic ankle exoskeleton stiffness on neuromechanics and energetics of human walking across multiple speeds Nuckols, Richard W. Sawicki, Gregory S. J Neuroeng Rehabil Research BACKGROUND: Elastic ankle exoskeletons with intermediate stiffness springs in parallel with the human plantarflexors can reduce the metabolic cost of walking by ~ 7% at 1.25 m s(− 1). In a move toward ‘real-world’ application, we examined whether the unpowered approach has metabolic benefit across a range of walking speeds, and if so, whether the optimal exoskeleton stiffness was speed dependent. We hypothesized that, for any walking speed, there would be an optimal ankle exoskeleton stiffness - not too compliant and not too stiff - that minimizes the user’s metabolic cost. In addition, we expected the optimal stiffness to increase with walking speed. METHODS: Eleven participants walked on a level treadmill at 1.25, 1.50, and 1.75 m s(− 1) while we used a state-of-the-art exoskeleton emulator to apply bilateral ankle exoskeleton assistance at five controlled rotational stiffnesses (k(exo) = 0, 50, 100, 150, 250 Nm rad(− 1)). We measured metabolic cost, lower-limb joint mechanics, and EMG of muscles crossing the ankle, knee, and hip. RESULTS: Metabolic cost was significantly reduced at the lowest exoskeleton stiffness (50 Nm rad(− 1)) for assisted walking at both 1.25 (4.2%; p = 0.0162) and 1.75 m s(− 1) (4.7%; p = 0.0045). At these speeds, the metabolically optimal exoskeleton stiffness provided peak assistive torques of ~ 0.20 Nm kg(− 1) that resulted in reduced biological ankle moment of ~ 12% and reduced soleus muscle activity of ~ 10%. We found no stiffness that could reduce the metabolic cost of walking at 1.5 m s(− 1). Across all speeds, the non-weighted sum of soleus and tibialis anterior activation rate explained the change in metabolic rate due to exoskeleton assistance (p < 0.05; R(2) > 0.56). CONCLUSIONS: Elastic ankle exoskeletons with low rotational stiffness reduce users’ metabolic cost of walking at slow and fast but not intermediate walking speed. The relationship between the non-weighted sum of soleus and tibialis activation rate and metabolic cost (R(2) > 0.56) indicates that muscle activation may drive metabolic demand. Future work using simulations and ultrasound imaging will get ‘under the skin’ and examine the interaction between exoskeleton stiffness and plantarflexor muscle dynamics to better inform stiffness selection in human-machine systems. BioMed Central 2020-06-15 /pmc/articles/PMC7294672/ /pubmed/32539840 http://dx.doi.org/10.1186/s12984-020-00703-4 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Nuckols, Richard W.
Sawicki, Gregory S.
Impact of elastic ankle exoskeleton stiffness on neuromechanics and energetics of human walking across multiple speeds
title Impact of elastic ankle exoskeleton stiffness on neuromechanics and energetics of human walking across multiple speeds
title_full Impact of elastic ankle exoskeleton stiffness on neuromechanics and energetics of human walking across multiple speeds
title_fullStr Impact of elastic ankle exoskeleton stiffness on neuromechanics and energetics of human walking across multiple speeds
title_full_unstemmed Impact of elastic ankle exoskeleton stiffness on neuromechanics and energetics of human walking across multiple speeds
title_short Impact of elastic ankle exoskeleton stiffness on neuromechanics and energetics of human walking across multiple speeds
title_sort impact of elastic ankle exoskeleton stiffness on neuromechanics and energetics of human walking across multiple speeds
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7294672/
https://www.ncbi.nlm.nih.gov/pubmed/32539840
http://dx.doi.org/10.1186/s12984-020-00703-4
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