Title :
Probabilistic characterization of chaotic behavior in a family of feedback control systems
Author :
Loparo, Kenneth A. ; Feng, Xiangbo
Author_Institution :
Dept. of Syst. Eng., Case Western Reserve Univ., Cleveland, OH, USA
Abstract :
The authors investigate a family of two-dimensional nonlinear feedback systems which do not satisfy the Lipschitz continuity condition and exhibit chaotic behavior. The geometric Poincare map. is determined analytically and a bifurcation study in terms of two canonical parameters and the associated asymptotic behavior of the systems are presented. Ergodic theory of one-dimensional dynamic systems is used to derive a probabilistic description of the chaotic motions inside the chaotic attractor. It is shown that the chaotic motion is isometric to an experiment of randomly tossing an uneven die
Keywords :
chaos; feedback; multidimensional systems; nonlinear control systems; probability; 2D systems; Lipschitz continuity condition; chaos; chaotic attractor; chaotic motions; ergodic theory; geometric Poincare map; nonlinear feedback systems; probability; Bifurcation; Chaos; Density measurement; Equations; Feedback control; Fluid flow measurement; Mathematical model; Nonlinear dynamical systems; Physics; Systems engineering and theory;
Conference_Titel :
Decision and Control, 1990., Proceedings of the 29th IEEE Conference on
Conference_Location :
Honolulu, HI
DOI :
10.1109/CDC.1990.203819