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
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;
Conference_Titel :
Decision and Control and European Control Conference (CDC-ECC), 2011 50th IEEE Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
978-1-61284-800-6
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2011.6160405