具有奇异扰动的持续驻留时间切换非线性系统的量化区间二型模糊控制

Quantized Interval Type-2 Fuzzy Control for Persistent Dwell-Time Switched Nonlinear Systems With Singular Perturbations

IEEE Transactions on Cybernetics · 2021
被引 38
ABS 3

中文导读

研究了离散时间切换非线性奇异扰动系统的量化模糊控制问题,通过构建依赖奇异扰动参数的多重类李雅普诺夫函数,推导出保证系统稳定性和H∞性能的充分条件,并求解控制器增益。

Abstract

This article investigates the problem of quantized fuzzy control for discrete-time switched nonlinear singularly perturbed systems, where the singularly perturbed parameter (SPP) is employed to represent the degree of separation between the fast and slow states. Taking a full account of features in such switched nonlinear systems, the persistent dwell-time switching rule, the technique of singular perturbation and the interval type-2 Takagi–Sugeno fuzzy model are introduced. Then, by means of constructing SPP-dependent multiple Lyapunov-like functions, some sufficient conditions with the ability to ensure the stability and an expected <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$H_{\infty }$ </tex-math></inline-formula> performance of the closed-loop system are deduced. Afterward, through solving a convex optimization problem, the gains of the controller are obtained. Finally, the correctness of the proposed method and the effectiveness of the designed controller are demonstrated by an explained example.

切换系统模糊控制奇异扰动非线性系统量化控制