• DocumentCode
    3425230
  • Title

    Dimension reduction near periodic orbits of hybrid systems

  • Author

    Burden, Samuel ; Revzen, Shai ; Sastry, S. Shankar

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., Univ. of California at Berkeley, Berkeley, CA, USA
  • fYear
    2011
  • fDate
    12-15 Dec. 2011
  • Firstpage
    6116
  • Lastpage
    6121
  • Abstract
    When the Poincaré map associated with a periodic orbit of a hybrid dynamical system has constant-rank iterates, we demonstrate the existence of a constant-dimensional invariant subsystem near the orbit which attracts all nearby trajectories in finite time. This result shows that the long-term behavior of a hybrid model with a large number of degrees-of-freedom may be governed by a low-dimensional smooth dynamical system. The appearance of such simplified models enables the translation of analytical tools from smooth systems-such as Floquet theory-to the hybrid setting and provides a bridge between the efforts of biologists and engineers studying legged locomotion.
  • Keywords
    Poincare mapping; learning (artificial intelligence); legged locomotion; Poincaré map; constant-dimensional invariant subsystem; dimension reduction; hybrid dynamical system; low-dimensional smooth dynamical system; multilegged locomotion; periodic orbits; Animals; Dynamics; Legged locomotion; Manifolds; Orbits; Trajectory; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control and European Control Conference (CDC-ECC), 2011 50th IEEE Conference on
  • Conference_Location
    Orlando, FL
  • ISSN
    0743-1546
  • Print_ISBN
    978-1-61284-800-6
  • Electronic_ISBN
    0743-1546
  • Type

    conf

  • DOI
    10.1109/CDC.2011.6160405
  • Filename
    6160405