Title :
Parameter estimations of multivariable linear dynamic systems in the presence of handicaps in input and output signals in the conditions of the aprioristic indeterminate form
Author :
Katsyba, O.A. ; Kozlov, E.V.
Author_Institution :
Samara State Univ. of Transp., Samara
Abstract :
The paper introduces the method to identify multiply connected linear dynamic systems described by difference equations in the presence of noises in input and output signals. It has been proven the consistency of the obtained values. This method of identification does not require the knowledge of the noise and signal propagation.
Keywords :
difference equations; noise; parameter estimation; signal processing; aprioristic indeterminate form; difference equation; input signal; multivariable linear dynamic system; noise; output signal; parameter estimation; parametric identification; signal propagation; Communication system control; Control systems; Difference equations; Input variables; Multidimensional systems; Nonlinear dynamical systems; Nonlinear equations; Parameter estimation; Signal processing; Uncertainty; Parametric identification; consistent estimate (estimator); multilinked dynamical system; numerical procedure; prior uncertainty;
Conference_Titel :
Control and Communications, 2009. SIBCON 2009. International Siberian Conference on
Conference_Location :
Tomsk
Print_ISBN :
978-1-4244-2007-0
DOI :
10.1109/SIBCON.2009.5044837
