Title :
Stability and stabilization of discrete systems with multiplicative noise
Author :
Milisavljevic, Mile ; Verriest, Erik I.
Author_Institution :
Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
In this paper we consider the problem of the stabilization of unstable stochastic difference systems by the addition of multiplicative noise. We illustrate the possibilities of stabilization by uniformly and normally distributed multiplicative noises. Then we present different approaches to the problem of finding sufficient conditions for stability and finally, address the optimal estimation problem and multiplicative noise control using estimated state values.
Keywords :
discrete systems; optimal control; stability; state estimation; stochastic systems; discrete systems; multiplicative noise control; normally distributed multiplicative noises; optimal estimation problem; stability; stabilization; state values estimation; sufficient conditions; uniformly distributed multiplicative noises; unstable stochastic difference systems; Asymptotic stability; Eigenvalues and eigenfunctions; Lyapunov methods; Mathematical model; Noise; Polynomials; Stability analysis; Lyapunov functions; multiplicative noise; stability; stabilization;
Conference_Titel :
Control Conference (ECC), 1997 European
Conference_Location :
Brussels
Print_ISBN :
978-3-9524269-0-6