DocumentCode
734400
Title
Active identification of the inverted pendulum control system
Author
Troshina, G.V. ; Voevoda, A.A.
Author_Institution
Comput. Eng. Dept., Novosibirsk State Tech. Univ., Novosibirsk, Russia
fYear
2015
fDate
19-21 May 2015
Firstpage
84
Lastpage
86
Abstract
In the control system consisting of object and regulators with it is inexact parameters, requires to estimate the parameters values by means of active identification method. The object is described by the linearized continuous and discrete equations. The external signals are planned. The determinant of the Fischer information matrix is calculated. The maximum value of determinant is reached by the input signals variation. The offered approach allows to specify the object parameters and, therefore, to specify the regulators parameters in the presence of noise in a measurement signal.
Keywords
matrix algebra; nonlinear control systems; parameter estimation; pendulums; uncertain systems; Fischer information matrix; active identification method; external signals; input signal variation; inverted pendulum control system; linearized-continuous discrete equations; maximum determinant value; object parameters; parameter value estimation; regulator parameters; Kalman filters; Mathematical model; Noise; Noise measurement; Object recognition; Parameter estimation; Regulators; active identification; control system; inverted pendulum; parameters estimation; uncertain parameters;
fLanguage
English
Publisher
ieee
Conference_Titel
Soft Computing and Measurements (SCM), 2015 XVIII International Conference on
Conference_Location
St. Petersburg
Print_ISBN
978-1-4673-6960-2
Type
conf
DOI
10.1109/SCM.2015.7190418
Filename
7190418
Link To Document