Title :
Fuzzy stability control of robotic manipulator with input delays
Author :
Du, Haiping ; Naghdy, Fazel ; Stirling, David
Author_Institution :
Sch. of Electr., Comput. & Telecommun. Eng., Univ. of Wollongong, Wollongong, NSW, Australia
Abstract :
This paper studies the stabilisation control problem of a robotic manipulator with input delays. To deal with the highly nonlinear dynamics of a robotic manipulator, the model-based Takagi-Sugeno (T-S) fuzzy control strategy is applied. With representing the nonlinear robotic manipulator model as a T-S fuzzy model, sufficient conditions for designing a controller such that the system is stabilised with given decay rate are derived by constructing a less conservative Lyapunov-Krasovskii functional and using a tighter bounding technology for cross terms and the free weighting matrix approach. With appropriate derivation, all the required conditions are expressed as linear matrix inequalities (LMIs). Numerical simulations on a two-link manipulator are used to validate the effectiveness of the proposed approach. The results show that the designed controllers can stabilise a robotic manipulator with given decay rate when time delays exist in the control inputs.
Keywords :
delays; fuzzy control; linear matrix inequalities; manipulators; nonlinear control systems; stability; LMI; T-S; Takagi-Sugeno; fuzzy stability control; input delays; linear matrix inequalities; nonlinear dynamics; numerical simulations; robotic manipulator; stabilisation control problem; weighting matrix approach; Delay; Delay effects; Manipulator dynamics; Mathematical model; Robot kinematics;
Conference_Titel :
Robotics and Biomimetics (ROBIO), 2010 IEEE International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4244-9319-7
DOI :
10.1109/ROBIO.2010.5723455