Title :
PWL identification of dynamical systems: some examples
Author :
De Feo, Oscar ; Storace, Marco
Author_Institution :
Lab. of Nonlinear Syst., Swiss Fed. Inst. of Technol. Lausanne, Switzerland
Abstract :
The problem of the identification of nonlinear dynamical systems with a piecewise-linear technique for the purpose of their circuit implementations is addressed. The identification is achieved on the basis of time series measured on the systems. Two academic examples are given, where the systems to be identified are completely known and the trajectories are properly obtained by controlling bifurcation parameters.
Keywords :
bifurcation; nonlinear dynamical systems; piecewise linear techniques; bifurcation parameter; circuit implementation; nonlinear dynamical system; piecewise linear identification; time series; Bifurcation; Chaos; Circuit synthesis; Control systems; Laboratories; Nonlinear dynamical systems; Nonlinear systems; Piecewise linear techniques; Principal component analysis; Time measurement;
Conference_Titel :
Circuits and Systems, 2004. ISCAS '04. Proceedings of the 2004 International Symposium on
Print_ISBN :
0-7803-8251-X
DOI :
10.1109/ISCAS.2004.1329091