Finite Frequency Memory Output Feedback Controller Design for T-S Fuzzy Dynamical Systems
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Author(s)
Detail(s)
Original language | English |
---|---|
Pages (from-to) | 3301-3313 |
Journal / Publication | IEEE Transactions on Fuzzy Systems |
Volume | 26 |
Issue number | 6 |
Online published | 30 Mar 2018 |
Publication status | Published - Dec 2018 |
Link(s)
Abstract
In this paper, we will investigate the problem of finite frequency memory fixed-order output feedback controller design for Takagi-Sugeno (T-S) fuzzy affine systems. It is assumed that the disturbances reside in a finite frequency range, i.e., the low, middle, or high frequency range. The objective is to design a memory piecewise affine controller by using past output measurements to guarantee the asymptotic stability of the resulting closed-loop system with prescribed finite frequency ℋ ∞ performance. Via the system state-input augmentation, a novel descriptor system approach is proposed to facilitate the controller design. All the design conditions are formulated in the form of linear matrix inequalities (LMIs). It is also proven that the ℋ ∞ performance can be improved with the memory control strategy. Finally, simulation studies are presented to show the effectiveness of the proposed design method.
Research Area(s)
- Convex optimization, Finite frequency ℋ∞ performance, Frequency control, Frequency-domain analysis, Linear systems, Memory control, Output feedback, Output feedback control, Silicon, Symmetric matrices, Takagi-Sugeno fuzzy systems
Citation Format(s)
Finite Frequency Memory Output Feedback Controller Design for T-S Fuzzy Dynamical Systems. / Wang, M.; Qiu, Jianbin; Feng, Gang .
In: IEEE Transactions on Fuzzy Systems, Vol. 26, No. 6, 12.2018, p. 3301-3313.
In: IEEE Transactions on Fuzzy Systems, Vol. 26, No. 6, 12.2018, p. 3301-3313.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review