基于T-S模糊建模的一类切换非线性系统在新型平均驻留时间切换下的镇定

Stabilization for a Class of Switched Nonlinear Systems With Novel Average Dwell Time Switching by T–S Fuzzy Modeling

IEEE Transactions on Cybernetics · 2015
被引 209
ABS 3

中文导读

研究了一类子系统可能都不稳定的切换非线性系统的镇定问题,提出了新型平均驻留时间概念和多重二次Lyapunov函数方法,通过T-S模糊建模将条件转化为线性矩阵不等式,并用数值例子验证了有效性。

Abstract

In this paper, the problem of switching stabilization for a class of switched nonlinear systems is studied by using average dwell time (ADT) switching, where the subsystems are possibly all unstable. First, a new concept of ADT is given, which is different from the traditional definition of ADT. Based on the new proposed switching signals, a sufficient condition of stabilization for switched nonlinear systems with unstable subsystems is derived. Then, the T-S fuzzy modeling approach is applied to represent the underlying nonlinear system to make the obtained condition easily verified. A novel multiple quadratic Lyapunov function approach is also proposed, by which some conditions are provided in terms of a set of linear matrix inequalities to guarantee the derived T-S fuzzy system to be asymptotically stable. Finally, a numerical example is given to demonstrate the effectiveness of our developed results.

切换系统非线性系统T-S模糊建模平均驻留时间Lyapunov函数