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

Richard W NuckolsGregory S Sawicki
Published in: Journal of neuroengineering and rehabilitation (2020)
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 (R2 > 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.
Keyphrases
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  • skeletal muscle
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  • pluripotent stem cells
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  • magnetic resonance imaging
  • machine learning
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