Abstract
For the conservatism issue of state-feedback control for Takagi-Sugeno (T-S) fuzzy systems, a novel local controller design method and stability analysis approach are proposed in this article. First, based on a membership function piecewise linearization technique, a local linear controller is proposed to form a closed-loop system. Then, a series of system stability conditions are derived using quadratic and piecewise function approaches. Further, with a designed fuzzy local controller and fuzzy Lyapunov function, less conservative stability conditions are obtained. Finally, a simulation example is adopted to make comparisons with existing and proposed methods. The results clearly show the conservatism reduction and excellent performance of the proposed approach.
Original language | English |
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Pages (from-to) | 814-821 |
Number of pages | 8 |
Journal | IEEE Transactions on Systems, Man, and Cybernetics: Systems |
Volume | 52 |
Issue number | 2 |
DOIs | |
Publication status | Published - 2022 Feb 1 |
Bibliographical note
Publisher Copyright:© 2013 IEEE.
Keywords
- Conservatism
- Takagi-Sugeno (T-S) fuzzy system
- membership function (MF)
- state feedback
ASJC Scopus subject areas
- Software
- Control and Systems Engineering
- Human-Computer Interaction
- Computer Science Applications
- Electrical and Electronic Engineering