Title :
Design of asymptotically stable walking for a 5-link planar biped walker via optimization
Author :
Westervelt, E.R. ; Grizzle, J.W.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Michigan Univ., Ann Arbor, MI, USA
Abstract :
Closed-loop, asymptotically stable walking motions are designed for a 5-link, planar bipedal robot model with one degree of underactuation. Parameter optimization is applied to the hybrid zero dynamics, a 1-DOF invariant subdynamics of the full robot model, in order to create asymptotically stable orbits. Tuning the dynamics of this 1-DOF subsystem via optimization is interesting because asymptotically stable orbits of the zero dynamics correspond to asymptotically stabilizable orbits of the full hybrid model of the walker. The optimization process uses a sequential quadratic programming (SQP) algorithm and is able to satisfy kinematic and dynamic constraints while approximately minimizing energy consumption and ensuring stability. This is in contrast with traditional approaches to the design of walking controllers where approximately optimal walking (time-) trajectories are derived and then enforced on the robot using a trajectory tracking controller
Keywords :
asymptotic stability; closed loop systems; legged locomotion; optimal control; quadratic programming; robot dynamics; robot kinematics; 1-DOF invariant subdynamics; 5-link planar biped walker; 5-link planar bipedal robot model; SQP algorithm; approximate minimization; asymptotically stabilizable orbits; asymptotically stable orbits; asymptotically stable walking design; closed-loop asymptotically stable walking motions; dynamic constraints; dynamics tuning; energy consumption minimization; hybrid zero dynamics; kinematic constraints; parameter optimization; sequential quadratic programming algorithm; Constraint optimization; Dynamic programming; Energy consumption; Kinematics; Legged locomotion; Optimal control; Orbital robotics; Orbits; Quadratic programming; Trajectory;
Conference_Titel :
Robotics and Automation, 2002. Proceedings. ICRA '02. IEEE International Conference on
Conference_Location :
Washington, DC
Print_ISBN :
0-7803-7272-7
DOI :
10.1109/ROBOT.2002.1013706