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Deep-Learning Based Multi-Joint Synchronous Tracking for Objective Quantification of Hindlimb Locomotor Kinematics in Rats
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Robotic platform for human gait analysis.

Johan van Doornik1, Thomas Sinkjaer

  • 1Division of Child Neurology and Movement Disorders, Stanford University, Stanford, CA 94305-5235, USA. jvd@stanford.edu

IEEE Transactions on Bio-Medical Engineering
|September 18, 2007
PubMed
Summary

This study developed a 4-DOF platform for human gait research, applying controlled floor perturbations. The device accurately induced distinct ankle extensor reflex responses during walking, demonstrating its utility in studying human locomotion.

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Area of Science:

  • Biomechanics
  • Human Gait Analysis
  • Robotics in Rehabilitation

Background:

  • Understanding human gait control requires precise methods to perturb locomotion.
  • Existing systems may lack the multi-DOF capabilities for complex gait perturbations.

Purpose of the Study:

  • To design and validate a hydraulically actuated 4-DOF platform for controlled gait perturbations.
  • To assess the platform's ability to elicit distinct neuromuscular responses during human walking.

Main Methods:

  • A 4-DOF hydraulically actuated platform was constructed for velocity/acceleration-controlled perturbations.
  • The platform underwent dynamic and repeatability testing for accuracy and consistency.
  • Human subjects (n=8) underwent midstance perturbations (upward/downward) during walking.
  • Soleus (SOL) electromyography (EMG) was recorded to analyze reflex responses.

Main Results:

  • The platform demonstrated high precision with minimal cross-DOF movement (<1 mm or 0.5 degrees) and excellent repeatability (SD <0.2 mm).
  • Upward and downward perturbations reliably elicited distinct, opposite-signed stereotypical reflex responses in ankle extensors.
  • All participants reported comfort, and no falls occurred during testing.

Conclusions:

  • The 4-DOF platform is a precise and repeatable tool for human gait research.
  • It effectively induces measurable, distinct neuromuscular responses, aiding the study of gait control mechanisms.
  • The apparatus is safe and comfortable for human subjects during walking perturbation studies.