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Issue title: Soft Computing Applications
Guest editors: Valentina Emilia Balas
Article type: Research Article
Authors: Asad, Muhammad Usmana | Gu, Jasona; * | Farooq, Umara; c | Balas, Mariusb | Chen, Zhengd | Qureshi, Khurram Karime | Abbas, Ghulamf | Chang, Chunqig
Affiliations: [a] Department of Electrical & Computer Engineering, Dalhousie University, Halifax, N.S., Canada | [b] Depatrment of Informatics, “Auriel Vlaicu” University of Arad, Arad, Romania | [c] Intelligent Systems Laboratory and Automation Facility (ISLAF), Lahore, Pakistan | [d] Ocean College, Zhejiang University, Zhejiang, China | [e] Department of Electrical Engineering, King Fahd University of Petroleum and Minerals (KFUPM), Dhahran, Saudi Arabia | [f] Department of Electrical Engineering, The University of Lahore, Lahore, Pakistan | [g] School of Biomedical Engineering, Shenzhen University, Shenzhen, China
Correspondence: [*] Corresponding author. Jason Gu, Department of Electrical & Computer Engineering, Dalhousie University, Halifax, N.S., Canada. E-mail: [email protected].
Abstract: 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.
Keywords: TS fuzzy modeling, parallel distributed compensation, state convergence, teleoperation, MATLAB/Simulink/QUARC
DOI: 10.3233/JIFS-219292
Journal: Journal of Intelligent & Fuzzy Systems, vol. 43, no. 2, pp. 1911-1919, 2022
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