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
Link To Document