期刊:IEEE transactions on systems, man, and cybernetics [Institute of Electrical and Electronics Engineers] 日期:2020-08-06卷期号:52 (2): 814-821被引量:19
标识
DOI:10.1109/tsmc.2020.3011041
摘要
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.