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 :
بازگشت