Finite-Frequency Fuzzy Output Feedback Controller Design for Roesser-Type Two-Dimensional Nonlinear Systems
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
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Detail(s)
Original language | English |
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Article number | 8957481 |
Pages (from-to) | 861-873 |
Journal / Publication | IEEE Transactions on Fuzzy Systems |
Volume | 29 |
Issue number | 4 |
Online published | 13 Jan 2020 |
Publication status | Published - Apr 2021 |
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Abstract
This article studies the problem of finite-frequency static output feedback (SOF) H∞ controller design for discrete-Time Roesser-Type two-dimensional (2-D) nonlinear systems based on Takagi-Sugeno (T-S) fuzzy models. The 2-D Roesser nonlinear systems are described by T-S fuzzy models with parameter uncertainties. The objective is to design a SOF controller guaranteeing the asymptotic stability of the resulting closed-loop system with finite frequency H∞ performance. Via a system state-input augmentation technique, the closed-loop system is formulated in a descriptor form. Then, based on fuzzy Lyapunov functions and some elegant convexification procedures, the SOF controller design approach is proposed. It is shown that the controller gains can be obtained by solving a set of linear matrix inequalities. Finally, simulation studies are given to demonstrate the effectiveness of the proposed method.
Research Area(s)
- Finite-frequency H∞ performance, static output feedback (SOF) control, Takagi-Sugeno (T-S) fuzzy models, two-dimensional Roesser nonlinear systems
Citation Format(s)
Finite-Frequency Fuzzy Output Feedback Controller Design for Roesser-Type Two-Dimensional Nonlinear Systems. / Wang, Meng; Feng, Gang; Qiu, Jianbin.
In: IEEE Transactions on Fuzzy Systems, Vol. 29, No. 4, 8957481, 04.2021, p. 861-873.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review