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
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