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Static and Kinetic Frictional Force01:05

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Simulation of Human-induced Vibrations Based on the Characterized In-field Pedestrian Behavior
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Interpretable Force Perturbations Promote Gait Variability Without Affecting Perceived Exoskeleton Transparency.

Alex van den Berg, Katherine L Poggensee, David Abbink

    IEEE Transactions on Neural Systems and Rehabilitation Engineering : a Publication of the IEEE Engineering in Medicine and Biology Society
    |April 27, 2026
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    Summary
    This summary is machine-generated.

    Visualizing robotic exoskeleton force perturbations during gait training enhances movement variability without reducing perceived transparency. This approach may improve motor learning and user acceptance in exoskeleton-assisted rehabilitation.

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    Area of Science:

    • Robotics
    • Biomechanics
    • Motor Control

    Background:

    • Force perturbations in robotic exoskeletons can boost gait variability for motor learning.
    • However, these perturbations may decrease perceived exoskeleton transparency, impacting user acceptance.

    Purpose of the Study:

    • To investigate if visualizing leg-level perturbations in virtual reality (VR) can maintain gait variability benefits while improving perceived transparency.
    • To assess the impact on task performance, motivation, and retention.

    Main Methods:

    • Thirty healthy adults walked on a treadmill with a robotic exoskeleton, performing a pelvis-centered task.
    • Conditions included: Control, Perturbation (force applied to thighs), and Perturbation + Visual (force visualization).
    • Gait variability, task performance, motivation, and perceived transparency were measured.

    Main Results:

    • Both perturbation conditions increased step-width variability during training compared to control.
    • Perceived transparency decreased only in the non-visualized perturbation group.
    • Task performance and motivation showed no significant differences across conditions.

    Conclusions:

    • Continuous leg-level perturbations effectively increase gait variability.
    • Visual force cues can mitigate the perceived transparency cost of perturbations.
    • This visual feedback strategy shows promise for enhancing exoskeleton-assisted gait training.