Title :
On balanced realization and finite-dimensional approximation for infinite-dimensional nonlinear systems
Author :
Fujimoto, Kenji ; Ono, Sayaka
Author_Institution :
Dept. of Mech. Sci. & Eng., Nagoya Univ., Nagoya, Japan
Abstract :
In this paper, we propose a finite-dimensional approximation for a nonlinear infinite-dimensional system via balanced realization. The proposed method is accomplished by balanced realization and singular value analysis for nonlinear systems. This approach is expected to derive effective approximate models preserving particular input-output behavior. Necessary and sufficient conditions characterizing balanced realization for infinite-dimensional systems are derived. Furthermore, the effectiveness of the proposed method is shown by a numerical simulation.
Keywords :
approximation theory; multidimensional systems; nonlinear control systems; numerical analysis; singular value decomposition; balanced realization; finite-dimensional approximation; infinite-dimensional nonlinear systems; numerical simulation; singular value analysis; Approximation methods; Continuous time systems; Control systems; Integral equations; Moment methods; Nonlinear control systems; Nonlinear equations; Nonlinear systems; Numerical simulation; Sufficient conditions;
Conference_Titel :
Decision and Control, 2008. CDC 2008. 47th IEEE Conference on
Conference_Location :
Cancun
Print_ISBN :
978-1-4244-3123-6
Electronic_ISBN :
0191-2216
DOI :
10.1109/CDC.2008.4739031