Title :
Nonlinear cause-effect analysis for a second order system using Volterra kernels
Author :
Omran, A. ; Newman, B.
Author_Institution :
Dept. of Aerosp. Eng., Old Dominion Univ., Norfolk, VA, USA
fDate :
June 30 2010-July 2 2010
Abstract :
In this paper, generalized analytical first and second Volterra kernels are developed for a nonlinear second order system as a paradigm for many dynamic systems. A step input is then employed to quantify and qualify the nonlinear response characteristics. The proposed analytical solution shows the ability of Volterra-based models to predict and understand the nonlinear system behavior beyond that attainable by linear-based models.
Keywords :
Volterra equations; cause-effect analysis; linear systems; nonlinear systems; first Volterra kernels; linear-based models; nonlinear cause-effect analysis; nonlinear second order system; nonlinear system behavior; second Volterra kernels; Control systems; Convolution; Differential algebraic equations; Kernel; Multidimensional systems; Nonlinear control systems; Nonlinear dynamical systems; Nonlinear equations; Nonlinear systems; Predictive models;
Conference_Titel :
American Control Conference (ACC), 2010
Conference_Location :
Baltimore, MD
Print_ISBN :
978-1-4244-7426-4
DOI :
10.1109/ACC.2010.5531429