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

fYear

2009

fDate

27-28 March 2009

Firstpage

108

Lastpage

112

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;

fLanguage

English

Publisher

ieee

Conference_Titel

Control and Communications, 2009. SIBCON 2009. International Siberian Conference on

Conference_Location

Tomsk

Print_ISBN

978-1-4244-2007-0

Type

conf

DOI

10.1109/SIBCON.2009.5044837

Filename

5044837