Control Synthesis for Discrete-Time T-S Fuzzy Systems Based on Membership Function-Dependent H Performance

• Published in: IEEE transactions on fuzzy systems Vol. 28; no. 12; pp. 3360 - 3366
• Main Authors: Dong, Jiuxiang, Hou, Qinghua, Ren, Mingming
• Format: Journal Article
• Language: English
• Published: IEEE 01.12.2020
• Subjects: <inline-formula xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"> <tex-math notation="LaTeX"> H_{\infty }</tex-math> </inline-formula> control; Attenuation; Control systems; Discrete Takagi–Sugeno (T–S) fuzzy system; fuzzy Lyapunov function; Fuzzy systems; Lyapunov methods; observer; Observers; Performance analysis
• ISSN: 1063-6706; 1941-0034
• DOI: 10.1109/TFUZZ.2019.2950879

This article focuses on disturbance attenuation problem for discrete-time Takagi-Sugeno (T-S) fuzzy systems. First, a membership function-dependent <inline-formula><tex-math notation="LaTeX">H_{\infty }</tex-math></inline-formula> performance index is proposed, by which, different performance can be achieved for local subsystems. Then, the better performance may be obtained for the T-S fuzzy system that works on a particular local subsystem most of the time. It may guarantee better control effects in practical engineering applications. With the help of the newly defined performance index and fuzzy Lyapunov functions, an observer-based feedback control scheme is presented in the form of linear matrix inequalities. In simulation, the performance index obtained by this article can be improved by about <inline-formula><tex-math notation="LaTeX">10\%</tex-math></inline-formula> than that obtained by the traditional <inline-formula><tex-math notation="LaTeX">H_{\infty }</tex-math></inline-formula> control method.