Abstract

This article presents a novel neuromechanical force-based control strategy called FMCA (force modulated compliant ankle), to control a powered prosthetic foot. FMCA modulates the torque, based on sensory feedback, similar to neuromuscular control approaches. Instead of using a muscle reflex-based approach, FMCA directly exploits the vertical ground reaction force as sensory feedback to modulate the ankle joint impedance. For evaluation, we first demonstrated how FMCA can predict human-like ankle torque for different walking speeds. Second, we implemented the FMCA in a neuromuscular transtibial amputee walking simulation model to validate if the approach can be used to achieve stable walking and to compare the performance to a neuromuscular reflex-based controller that is already used in a powered ankle. Compared to the neuromuscular model-based approach, the FMCA is a simple solution with a sufficient push-off that can provide stable walking. Third, to assess the ability of the FMCA to generate human-like ankle biomechanics during walking at the preferred speed, we implemented this strategy in a powered prosthetic foot and performed experiments with a non-amputee subject. The results confirm that, for this subject, FMCA can be used to mimic the non-amputee reference ankle torque and the reference ankle angle. The findings of this study support the applicability and advantages of a new bioinspired control approach for assisting amputees. Future experiments should investigate the applicability to other walking speeds and the applicability to the target population.

Highlights

  • During the last decades, advancements in modern medical lower-limb technologies have led to the emergence of assistive devices, such as exoskeletons, rehabilitation robots, and prostheses (Pillai et al, 2011)

  • This study found that, in theory, it is possible to mimic the ankle joint torque of different walking speeds, regardless of changing the control parameters, based on the vertical ground reaction force with the force-modulated compliant ankle (FMCA) concept

  • It was shown that the FMCA method could emulate the reference ankle torque with acceptable precision

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Summary

Introduction

Advancements in modern medical lower-limb technologies have led to the emergence of assistive devices, such as exoskeletons, rehabilitation robots, and prostheses (Pillai et al, 2011). The significant key aspect of these devices is to restore users’ natural mobility. Some of the most important criteria used to examine the quality of wearable lower limb assistive devices are gait symmetry (Zanotto et al, 2014), the user’s energy expenditures (Au et al, 2009), and the adaptability to gait conditions (Gardiner et al, 2017). It is evident that the metabolic cost of locomotion is higher in lower limb amputees, compared to unimpaired individuals (up to 60%), which can influence their mobility (e.g., walking speed) and quality of life (Colborne et al, 1992; Gailey et al, 1994; Schmalz et al, 2002).

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