Title :
Tight comparison function bounds for nonlinear systems with a nonlinear L2-gain property
Author :
Dower, Peter M. ; Huan Zhang
Author_Institution :
Dept. of Electr. & Electron. Eng., Univ. of Melbourne, Melbourne, VIC, Australia
Abstract :
Nonlinear L2-gain is a finite gain concept that generalizes the notion of conventional linear L2-gain via the use of nonlinear comparison functions. The computation of tight comparison function bounds for this nonlinear L2-gain property is considered. An approximation framework for these bounds is developed through the formulation of a number of equivalent optimal control problems. A Hamilton-Jacobi-Bellman partial differential equation for the value function of one of these equivalent problems is presented, facilitating the computation of approximations to the proposed bounds. An example is presented that illustrates the proposed approach.
Keywords :
Jacobian matrices; approximation theory; nonlinear control systems; optimal control; partial differential equations; Hamilton-Jacobi-Bellman partial differential equation; approximation framework; conventional linear L2-gain; finite gain concept; nonlinear L2-gain property; nonlinear comparison functions; nonlinear systems; optimal control problems; tight comparison function bounds; Approximation methods; Dynamic programming; Equations; Handheld computers; Nonlinear systems; Transient analysis; Viscosity;
Conference_Titel :
Control Conference (AUCC), 2012 2nd Australian
Conference_Location :
Sydney, NSW
Print_ISBN :
978-1-922107-63-3