Journal of NeuroEngineering and Rehabilitation (Nov 2023)

A pelvic kinematic approach for calculating hip angles for active hip disarticulation prosthesis control

  • Farshad Golshan,
  • Natalie Baddour,
  • Hossein Gholizadeh,
  • Edward D. Lemaire

DOI
https://doi.org/10.1186/s12984-023-01273-x
Journal volume & issue
Vol. 20, no. 1
pp. 1 – 14

Abstract

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Abstract Background Control system design for a microprocessor-controlled hip–knee–ankle–foot (HKAF) prosthesis is a challenge since hip disarticulation amputees lack the entire leg and, therefore, only have pelvis movement as user-guided input. This research proposes a method for determining hip joint angles from pelvis movement in a control system for the next generation of powered prostheses. Method Three-dimensional pelvic motion and stance time of 10 transfemoral (TF) prosthetic users were used to identify important features and to develop an algorithm to calculate hip angles from pelvis movement based on correlation and linear regression results. The algorithm was then applied to a separate (independent) TF group to validate algorithm performance. Results The proposed algorithm calculated viable hip angles during walking by utilizing pelvic rotation, pelvic tilt, and stance time. Small angular differences were found between the algorithm results and motion capture data. The greatest difference was for hip maximum extension angle (2.5 ± 2.0°). Conclusions Since differences between algorithm output and motion data were within participant standard deviations, the developed algorithm could be used to determine the desired hip angle from pelvis movements. This study will aid the future development of gait control systems for new active HKAF prostheses.

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