Energy-optimal control of bipedal locomtion systems
Artikel i vetenskaplig tidskrift, 2002

The mathematical statement of the problem of energy-optimal control for a bipedal locomotion system is given. The proposed statement of the problem is characterized by broad utilization of experimental data of normal human locomotion. It is done mainly by means of the mathematical formulation of the constraints imposed both on the phase coordinates and on the controlling stimuli of a system. A numerical method for the solution of optimal control problems for highly nonlinear and complex bipedal locomotion systems is proposed. The method is based on a special procedure of converting the initial optimal control problem into a standard nonlinear programming problem. This is made by an approximation of the independent variable functions using smoothing cubic splines and by the solution of inverse dynamics problem. The key features of the method are its high numerical effectiveness and the possibility to satisfy a lot of restrictions imposed on the phase coordinates of the system automatically and accurately. The proposed method is illustrated by computer simulation of the energy-optimal anthropomorphic motion of the bipedal walking robot over a horizontal surface.

Bipedal locomotion system

energy-optimal control

nonlinear programming problem

inverse dynamics

smoothing cubic spline approximation

Författare

Viktor Berbyuk

Chalmers, Institutionen för maskin- och fordonssystem, Mekaniska system

Anders E Boström

Chalmers, Tillämpad mekanik, Dynamik

Bogdan Lytwyn

Bo Å Peterson

Chalmers, Tillämpad mekanik, Dynamik

J. Stability and Control: Theory and Application, (SACTA).

1563-3276 (ISSN)

Vol. 4 74-89

Ämneskategorier

Maskinteknik