Title :
An Identification Procedure for 2-D Linear, Time-Invariant, Discrete, Systems using the Direct Method of Lyapunov
Author :
Carroll, Robert L. ; Mahgoub, Hassan
Author_Institution :
Department of Electrical Engineering and Computer Science, The George Washington University, Washington, D.C. 20052
Abstract :
A procedure is shown for the identification of the parameters of a linear, discrete, multivariable, 2-D system. The 2-D system to be identified is assumed to have state variables and inputs which are accessible for measurement and is without noise. The convergence of the identification process is assured by an analysis of stability using 2-D Lyapunov functions. The procedure results in the asymptotic convergence of each parameter estimate.
Keywords :
Algorithm design and analysis; Asymptotic stability; Boundary conditions; Convergence; Educational institutions; Electric variables measurement; Lyapunov method; Military computing; Noise measurement; Stability analysis;
Conference_Titel :
American Control Conference, 1987
Conference_Location :
Minneapolis, MN, USA