A robust machine learning enabled decomposition of shear ground reaction forces during the double contact phase of walking.

Journal: Gait & posture
Published Date:

Abstract

BACKGROUND: Dynamic analyses of walking rely on the 3D ground reaction forces (GRF) under each foot, while only the resultant force of both limbs may be recorded on a single-belt instrumented treadmill or when both feet touch the same force platform.

Authors

  • Guillaume J Bastien
    Institute of Neuroscience, Université catholique de Louvain, Louvain-la-Neuve, Belgium; Arsalis SPRL, Glabais, Belgium.
  • Thierry P Gosseye
    Institute of Neuroscience, Université catholique de Louvain, Louvain-la-Neuve, Belgium; Arsalis SPRL, Glabais, Belgium.
  • Massimo Penta
    Institute of Neuroscience, Université catholique de Louvain, Louvain-la-Neuve, Belgium; Arsalis SPRL, Glabais, Belgium. Electronic address: massimo.penta@uclouvain.be.