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April 30, 2026IEEE Transactions on Neural Systems and Rehabilitation EngineeringOpen Access

Interpretable Force Perturbations Promote Gait Variability without Affecting Perceived Exoskeleton Transparency

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Authors

ABAlex van den BergKPKatherine L. PoggenseeDADavid Abbink

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Overview

Randomized trial demonstrates enhanced gait variability in healthy adults using visual cues to maintain exoskeleton transparency.

Key Points

  • The aim is to evaluate if visualizing leg-level force perturbations enhances gait variability without compromising perceived exoskeleton transparency.
  • Thirty healthy adults participated in a randomized trial using a robotic exoskeleton and treadmill during a pelvis-centered task.
  • Participants trained under three conditions: Control with no perturbations, Perturbation with random multisine forces, and Perturbation + Visual with force visualization.
  • Step-width variability, task performance, motivation, and perceived transparency were assessed across different training phases and speed tests.
  • Both perturbation conditions significantly increased step-width variability compared to Control, with no differences between Perturbation and Perturbation + Visual.
  • Task performance improved from Baseline to Retention and Transfer across all conditions without significant differences among them.
  • Perceived transparency decreased only in Perturbation without visualization, remaining stable in Control and Perturbation + Visual.

Cite This Study

Berg et al. (2026) studied this question.

synapsesocial.com/papers/69f2f0e31e5f7920c6386eabhttps://doi.org/10.1109/tnsre.2026.3687639
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