DocumentCode
550671
Title
A class of fuzzy output feedback tracking controllers for robot manipulators with bounded torque inputs
Author
Liu Huashan ; Li Xiaoli ; Zhu Shiqiang
Author_Institution
Coll. of Inf. Sci. & Technol., Donghua Univ., Shanghai, China
fYear
2011
fDate
22-24 July 2011
Firstpage
544
Lastpage
549
Abstract
To deal with the problem of the output feedback tracking (OFT) control with bounded torque inputs of robot manipulators, we propose a generalized fuzzy OFT controller based on a class of saturation functions. First, considering the fact that the output toque of joint actuators is limited, a general expression for a class of saturation functions is given. Taking it as template, different kinds of specific saturation functions can be created to be applied in the saturated control law. Second, to carry out the whole closed-loop control with only position measurements, a linear filter is involved to generate a pseudo velocity error signal. As a third contribution, a fuzzy self-tuning regulator is added to obtain an adaptive performance in tackling the disturbances during the tracking control. Moreover, an explicit stability proof of the control systems based on the theory of singularly perturbed systems is presented. Finally, numerical simulations on a sample controller are implemented to verify the effectiveness of the proposed approach.
Keywords
actuators; adaptive control; closed loop systems; feedback; filtering theory; fuzzy control; manipulators; numerical analysis; position control; position measurement; self-adjusting systems; singularly perturbed systems; stability; adaptive performance; bounded torque inputs; closed-loop control; explicit stability proof; fuzzy self-tuning regulator; generalized fuzzy output feedback tracking controller; joint actuators; linear filter; numerical simulations; position measurements; pseudo velocity error signal; robot manipulators; saturated control law; singularly perturbed systems; specific saturation functions; Joints; Manipulator dynamics; Numerical stability; Stability analysis; Torque; Bounded Torque Input; Fuzzy Control; Output Feedback; Robot; Tracking System;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (CCC), 2011 30th Chinese
Conference_Location
Yantai
ISSN
1934-1768
Print_ISBN
978-1-4577-0677-6
Electronic_ISBN
1934-1768
Type
conf
Filename
6001010
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