• DocumentCode
    56182
  • Title

    Rapidly Exponentially Stabilizing Control Lyapunov Functions and Hybrid Zero Dynamics

  • Author

    Ames, A.D. ; Galloway, Kevin ; Sreenath, Koushil ; Grizzle, J.W.

  • Author_Institution
    Dept. of Mech. Eng., Texas A&M Univ., College Station, TX, USA
  • Volume
    59
  • Issue
    4
  • fYear
    2014
  • fDate
    Apr-14
  • Firstpage
    876
  • Lastpage
    891
  • Abstract
    This paper addresses the problem of exponentially stabilizing periodic orbits in a special class of hybrid models-systems with impulse effects-through control Lyapunov functions. The periodic orbit is assumed to lie in a C1 submanifold Z that is contained in the zero set of an output function and is invariant under both the continuous and discrete dynamics; the associated restriction dynamics are termed the hybrid zero dynamics. The orbit is furthermore assumed to be exponentially stable within the hybrid zero dynamics. Prior results on the stabilization of such periodic orbits with respect to the full-order dynamics of the system with impulse effects have relied on input-output linearization of the dynamics transverse to the zero dynamics manifold. The principal result of this paper demonstrates that a variant of control Lyapunov functions that enforce rapid exponential convergence to the zero dynamics surface, Z, can be used to achieve exponential stability of the periodic orbit in the full-order dynamics, thereby significantly extending the class of stabilizing controllers. The main result is illustrated on a hybrid model of a bipedal walking robot through simulations and is utilized to experimentally achieve bipedal locomotion via control Lyapunov functions.
  • Keywords
    Lyapunov methods; asymptotic stability; legged locomotion; linearisation techniques; motion control; Lyapunov functions; bipedal locomotion; bipedal walking robot; continuous dynamics; discrete dynamics; exponential stability; exponentially stabilizing periodic orbits; full-order dynamics; hybrid zero dynamics; impulse effects; input-output linearization; output function; rapid exponential convergence; rapidly exponentially stabilizing control; restriction dynamics; Context; Convergence; Legged locomotion; Lyapunov methods; Manifolds; Orbits; Bipeds; Lyapunov functions; nonlinear control; robotics;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/TAC.2014.2299335
  • Filename
    6709752