Disturbance observer supported fuzzy model based controller with application to bilateral teleoperation systems

被引:1
|
作者
Asad, Muhammad Usman [1 ]
Gu, Jason [1 ]
Farooq, Umar [1 ,3 ]
Balas, Marius [2 ]
Chen, Zheng [4 ]
Qureshi, Khurram Karim [5 ]
Abbas, Ghulam [6 ]
Chang, Chunqi [7 ]
机构
[1] Dalhousie Univ, Dept Elect & Comp Engn, Halifax, NS, Canada
[2] Auriel Vlaicu Univ Arad, Dept Informat, Arad, Romania
[3] Intelligent Syst Lab & Automat Facil ISLAF, Lahore, Pakistan
[4] Zhejiang Univ, Ocean Coll, Hangzhou, Zhejiang, Peoples R China
[5] King Fand Univ Petr & Minerals KFUPM, Dept Elect Engn, Dhahran, Saudi Arabia
[6] Univ Lahore, Dept Elect Engn, Lahore, Pakistan
[7] Shenzhen Univ, Sch Biomed Engn, Shenzhen, Peoples R China
关键词
TS fuzzy modeling; parallel distributed compensation; state convergence; teleoperation; MATLAB/Simulink/QUARC; DESIGN; STATE;
D O I
10.3233/JIFS-219292
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper proposes a disturbance observer supported Takagi-Sugeno (TS) fuzzy model-based control scheme for uncertain systems. The baseline controller is a guaranteed performance fuzzy model based parallel distributed controller (PDC) which is constructed using the nominal system's parameters. The model approximation error and parametric uncertainties are treated as a lumped disturbance and a nonlinear disturbance observer (NDOB) is introduced to counter the lumped disturbance. The applicability of the proposed scheme is demonstrated on the bilateral control of nonlinear teleoperation system in MATLAB/Simulink/QUARC environment through simulations as well as semi-real time experiments.
引用
收藏
页码:1911 / 1919
页数:9
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