DocumentCode
681509
Title
Adaptive fuzzy nonsingular terminal sliding mode controller for robot manipulator actuated by pneumatic artificial muscles
Author
Rezoug, A. ; Tondu, B. ; Hamerlain, Mustapha ; Tadjine, M.
Author_Institution
Centre for the Dev. of Adv. Technol., Algiers, Algeria
fYear
2013
fDate
12-14 Dec. 2013
Firstpage
334
Lastpage
339
Abstract
In this paper, we deal with the robust control of robot manipulator actuated by pneumatic artificial muscles. The control consists on the combination of the nonsingular terminal sliding mode which is based on the time delay estimation method and an adaptive fuzzy logic system based on the gradient descends algorithm. First, the nonsingular terminal sliding mode control approach was presented and the stability of the system in closed loop was analyzed using Lyapunov stability theorem. Second, adaptive fuzzy logic scheme is proposed for reducing the chattering effect. Third, in order to proof the efficiency and the superiority of the proposed approach, this last is experimented and compared to nonsingular terminal sliding mode controller and to fuzzy nonsingular terminal sliding mode controller under 2-DOF robot manipulator actuated by pneumatic artificial muscles.
Keywords
Lyapunov methods; adaptive control; closed loop systems; control nonlinearities; delays; electroactive polymer actuators; fuzzy control; gradient methods; manipulators; pneumatic actuators; robust control; variable structure systems; 2-DOF robot manipulator; Lyapunov stability theorem; adaptive fuzzy logic system; adaptive fuzzy nonsingular terminal sliding mode controller; chattering effect reduction; closed loop system stability; gradient descends algorithm; pneumatic artificial muscles; robot manipulator; robust control; time delay estimation method; Equations; Joints; Manipulators; Pneumatic systems; Sliding mode control; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Biomimetics (ROBIO), 2013 IEEE International Conference on
Conference_Location
Shenzhen
Type
conf
DOI
10.1109/ROBIO.2013.6739481
Filename
6739481
Link To Document