Simulation-based optimization approach for explicit forward gait prediction - Archive ouverte HAL
Communication Dans Un Congrès Année : 2021

Simulation-based optimization approach for explicit forward gait prediction

Thomas Bonis
Gilmar F Santos
  • Fonction : Auteur
Christof Hurschler
  • Fonction : Auteur
Saida Bouakaz

Résumé

Accurate and specific predictive numerical simulation of the human gait can help in many clinical routines. Predictive methods often track modifications applied to a reference motion but that usually do not take into account the characteristics and the stability of the predicted motion. We propose an approach that includes a cost function, computed on the predicted motion, which optimization preserves these concerns. Experimental studies on subjects with different walking patterns confirmed that our method preserves the characteristics of the gait.
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Dates et versions

hal-03542688 , version 1 (25-01-2022)

Identifiants

  • HAL Id : hal-03542688 , version 1

Citer

Thomas Bonis, Nicolas Pronost, Gilmar F Santos, Christof Hurschler, Saida Bouakaz. Simulation-based optimization approach for explicit forward gait prediction. 14th ACM SIGGRAPH Conference on Motion, Interaction and Games, Nov 2021, Lausanne, Switzerland. ⟨hal-03542688⟩
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