Title :
Decoupled adaptive fuzzy sliding-mode control
Author :
Kim, Do-woo ; Yang, Hai-won ; Yoon, Ji-Sup ; Kim, Hong-pil
Author_Institution :
Dept. of Electr. Eng., Hanyang Univ., Seoul, South Korea
Abstract :
We propose a decoupled adaptive fuzzy sliding-mode control scheme for a class of fourth-order nonlinear systems. The system is decoupled into two second-order systems, where each subsystem has a separate control purpose expressed in terms of a sliding surface. Then, using the information from the secondary target conditions, the main target generates a control action to make both subsystems move toward their sliding surfaces, respectively. Two sets of fuzzy rule bases are utilized to represent the equivalent control input with unknown system functions of the main target. The membership functions of the THEN-part, which is used to construct a suitable equivalent control of SMC (sliding mode control), are changed according to the adaptive law.
Keywords :
adaptive control; control system synthesis; fuzzy control; variable structure systems; controller design; decoupled adaptive fuzzy sliding-mode control; fourth-order nonlinear systems; fuzzy rule bases; membership functions; second-order systems; sliding surface; Adaptive control; Control systems; Error correction; Fuzzy control; Fuzzy sets; Fuzzy systems; Nonlinear systems; Programmable control; Sliding mode control; Stability;
Conference_Titel :
Computational Intelligence in Robotics and Automation, 2001. Proceedings 2001 IEEE International Symposium on
Print_ISBN :
0-7803-7203-4
DOI :
10.1109/CIRA.2001.1013179