TY - JOUR
T1 - Developing Equations of Motion for a Planar Biped Walker with Nonuniform Foot Shape
AU - Rodman, Claire H.
AU - Martin, Anne E.
N1 - Publisher Copyright:
Copyright © 2021 The Authors. This is an open access article under the CC BY-NC-ND license
PY - 2021/11/1
Y1 - 2021/11/1
N2 - Foot shape can strongly influence performance and efficiency in bipedal gait, playing a critical role in both human and robot walking. While flat feet and circular feet are common in human models, a more general shape may better capture the effective foot shape of humans, leading to an improved simulation-experimental match. The key challenge in modeling a biped with a nonuniform foot shape is locating the ankle as the foot rolls forward so that the equations of motion can be derived. This work develops a method to find the equations of motion for a planar biped whose foot shape can be modeled as any convex, continuously differentiable function. The method is demonstrated using a six-link, planar biped model with nonuniform, curved feet. Using nonlinear constrained optimization, valid gaits were identified for foot shapes parameterized by circular, elliptical, and polynomial functions. The resulting gaits were compared to experimental spatiotemporal and kinematic walking data from one human subject. The polynomial model both best approximated the subject’s foot shape and best matched the experimental spatiotemporal behavior and stance ankle angle trajectory, confirming the viability of the method for both simulating gait and matching human walking.
AB - Foot shape can strongly influence performance and efficiency in bipedal gait, playing a critical role in both human and robot walking. While flat feet and circular feet are common in human models, a more general shape may better capture the effective foot shape of humans, leading to an improved simulation-experimental match. The key challenge in modeling a biped with a nonuniform foot shape is locating the ankle as the foot rolls forward so that the equations of motion can be derived. This work develops a method to find the equations of motion for a planar biped whose foot shape can be modeled as any convex, continuously differentiable function. The method is demonstrated using a six-link, planar biped model with nonuniform, curved feet. Using nonlinear constrained optimization, valid gaits were identified for foot shapes parameterized by circular, elliptical, and polynomial functions. The resulting gaits were compared to experimental spatiotemporal and kinematic walking data from one human subject. The polynomial model both best approximated the subject’s foot shape and best matched the experimental spatiotemporal behavior and stance ankle angle trajectory, confirming the viability of the method for both simulating gait and matching human walking.
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U2 - 10.1016/j.ifacol.2021.11.215
DO - 10.1016/j.ifacol.2021.11.215
M3 - Conference article
AN - SCOPUS:85124597457
SN - 2405-8963
VL - 54
SP - 455
EP - 462
JO - IFAC-PapersOnLine
JF - IFAC-PapersOnLine
IS - 20
T2 - 2021 Modeling, Estimation and Control Conference, MECC 2021
Y2 - 24 October 2021 through 27 October 2021
ER -