• DocumentCode
    1871832
  • 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
  • Volume
    3
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    3117
  • Lastpage
    3122
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robotics and Automation, 2002. Proceedings. ICRA '02. IEEE International Conference on
  • Conference_Location
    Washington, DC
  • Print_ISBN
    0-7803-7272-7
  • Type

    conf

  • DOI
    10.1109/ROBOT.2002.1013706
  • Filename
    1013706