• 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