Control Framework for Sloped Walking With a Powered Transfemoral Prosthesis

User customization of a lower-limb powered Prosthesis controller remains a challenge to this date. Controllers adopting impedance control strategies mandate tedious tuning for every joint, terrain condition, and user. Moreover, no relationship is known to exist between the joint control parameters and the slope condition. We present a control framework composed of impedance control and trajectory tracking, with the transitioning between the two strategies facilitated by Bezier curves. The impedance (stiffness and damping) functions vary as polynomials during the stance phase for both the knee and ankle. These functions were derived through least squares optimization with healthy human sloped walking data. The functions derived for each slope condition were simplified using principal component analysis. The weights of the resulting basis functions were found to obey monotonic trends within upslope and downslope walking, proving the existence of a relationship between the joint parameter functions and the slope angle. Using these trends, one can now design a controller for any given slope angle. Amputee and able-bodied walking trials with a powered transfemoral prosthesis revealed the controller to generate a healthy human gait. The observed kinematic and kinetic trends with the slope angle were similar to those found in healthy walking.

Automated summary

Customization of a lower-limb powered prosthesis controller is still a challenge. This study proposes a control framework using impedance control and trajectory tracking, with transition facilitated by Bezier curves. The derived impedance functions vary during the stance phase for the knee and ankle, and were simplified using principal component analysis. The resulting basis functions' weights exhibit monotonic trends with upslope and downslope walking, revealing a relationship between joint parameter functions and slope angle. The controller generated a healthy human gait similar to that found in healthy walking.