1. Effects of robotic exoskeleton control options on lower limb muscle synergies during overground walking: An exploratory study among able-bodied adults
- Author
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Cyril Duclos, Michel Goyette, Damien Le Flem, Dany H. Gagnon, Daniel Bourbonnais, and Manuel J. Escalona
- Subjects
Adult ,medicine.medical_specialty ,Powered exoskeleton ,Walking ,Kinematics ,Electromyography ,050105 experimental psychology ,03 medical and health sciences ,0302 clinical medicine ,Physical medicine and rehabilitation ,Physiology (medical) ,medicine ,Humans ,0501 psychology and cognitive sciences ,Mathematics ,medicine.diagnostic_test ,Muscles ,05 social sciences ,Motor control ,Overground walking ,General Medicine ,Exoskeleton Device ,Gait ,Sagittal plane ,Motor coordination ,medicine.anatomical_structure ,Lower Extremity ,Neurology ,Neurology (clinical) ,human activities ,030217 neurology & neurosurgery - Abstract
Summary Background The effects of lower limb (L/L) control options, developed for overground walking with a wearable robotic exoskeleton (WRE), on the neuromotor control of L/L muscles [i.e., muscle synergies (MSs)] during walking remain uncertain. Objective To gain initial insights regarding the effects of different control options on the number of MSs at the L/L and on their muscle weighting within each MS when walking with a WRE. Methods Twenty able-bodied adults walked overground without and with the WRE set at two control options with a predetermined foot pathway imposed by the WRE, and at three other control options with free L/L kinematics in the sagittal plane. Surface electromyography of eight right L/L muscles was recorded. MSs were extracted using a non-negative matrix factorisation algorithm. Cosine similarity and correlation coefficients characterised similarities between the MSs characteristics. Results Freely moving the L/L in the sagittal plane (i.e., non-trajectory controlled options) during WRE walking best duplicated typical MSs extracted when walking without WRE. Conversely, WRE walking while fully controlling the L/L trajectory presented the lowest correlations to all MSs extracted when walking without WRE, especially during early swing and L/L deceleration. Conclusion Neuromotor control of L/L muscles is affected by the selected control option during WRE walking, particularly when a predetermined foot pathway is imposed. Significance This exploratory study represents the first step in informing the decision-making process regarding the use of different L/L control options when using WRE and calls for further research among adults with sensorimotor impairments.
- Published
- 2020
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