• DocumentCode
    2128299
  • Title

    Research on 2D Variable Learning Controller and Application in Pneumatic Servo System

  • Author

    Lu Lu ; Quan, JunLin ; Li Min

  • Author_Institution
    Dept. of Comput. Sci. & Eng., South China Univ. of Technol., Guangzhou
  • fYear
    2008
  • fDate
    21-22 Dec. 2008
  • Firstpage
    864
  • Lastpage
    868
  • Abstract
    In this paper a novel learning control law is proposed which can obtain learning gain matrices from a recursive identifier along the learning axis. This algorithm convergence is proved with random noise disturbance. The control law can online regulate learning gain matrices along the learning axis by using RLS technique and doesnpsilat need system accurate model. Finally it is applied in pneumatic servo control system, the simulation and experimentpsilas results show its validity, and then receive the idea results.
  • Keywords
    adaptive control; learning systems; matrix algebra; pneumatic systems; servomechanisms; 2D variable learning controller; learning gain matrices; pneumatic servo control system; random noise disturbance; recursive identifier; Application software; Computer science; Control systems; Convergence; Iterative algorithms; Knowledge acquisition; Knowledge engineering; Resonance light scattering; Servomechanisms; Software engineering;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Knowledge Acquisition and Modeling, 2008. KAM '08. International Symposium on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-0-7695-3488-6
  • Type

    conf

  • DOI
    10.1109/KAM.2008.140
  • Filename
    4732953