4.7 Article

Gait Entrainment to Torque Pulses From a Hip Exoskeleton Robot

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TNSRE.2022.3155770

Keywords

Torque; Hip; Legged locomotion; Robots; Exoskeletons; Perturbation methods; Medical treatment; Hip exoskeleton robot; gait entrainment; locomotor rehabilitation

Funding

  1. Global Research Outreach Program of Samsung Advanced Institute of Technology
  2. Eric P. and Evelyn E. Newman Fund
  3. Samsung Scholarship

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This study investigates the neuro-mechanical dynamics and control of unimpaired human locomotion, and the possibility of using robots to aid in rehabilitation. The results show that robot-aided gait entrainment is more likely to occur when the periodic torque pulses are close to the preferred stride duration of the subjects. The intervention shows potential for rehabilitation by utilizing natural dynamics in an effective way.
Robot-aided locomotor rehabilitation has proven challenging. To facilitate progress, it is important to first understand the neuro-mechanical dynamics and control of unimpaired human locomotion. Our previous studies found that human gait entrained to periodic torque pulses at the ankle when the pulse period was close to preferred stride duration. Moreover, synchronized gait exhibited a constant phase relation with the pulses so that the robot provided mechanical assistance. To test the generality of mechanical gait entrainment, this study characterized unimpaired human subjects' responses to periodic torque pulses during overground walking. The intervention was applied by a hip exoskeleton robot, Samsung GEMS-H. Gait entrainment was assessed based on the time-course of the phase at which torque pulses occurred within each stride. Experiments were conducted for two consecutive days to evaluate whether the second day elicited more entrainment. Whether entrainment was affected by the difference between pulse period and preferred stride duration was also assessed. Results indicated that the intervention evoked gait entrainment that occurred more often when the period of perturbation was closer to subjects' preferred stride duration, but the difference between consecutive days was insignificant. Entrainment was accompanied by convergence of pulse phase to a similar value across all conditions, where the robot maximized mechanical assistance. Clear evidence of motor adaptation indicated the potential of the intervention for rehabilitation. This study quantified important aspects of the nonlinear neuro-mechanical dynamics underlying unimpaired human walking, which will inform the development of effective approaches to robot-aided locomotor rehabilitation, exploiting natural dynamics in a minimally-encumbering way.

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