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Generalized non-monotonic Lyapunov functions for analysis and synthesis of Takagi-Sugeno systems
Journal of Intelligent & Fuzzy Systems ( IF 2 ) Pub Date : 2020-08-14 , DOI: 10.3233/jifs-200262
Pedro H.S. Coutinho 1 , Márcia L.C. Peixoto 1 , Márcio J. Lacerda 2 , Miguel Bernal 3 , Reinaldo M. Palhares 4
Affiliation  

This paper presents new stability and stabilisation conditions in the form of linear matrix inequalities for discrete-time Takagi-Sugeno fuzzy systems; they are derived considering a class of non-quadratic Lyapunov functions with multi-parametric non-monotonic terms, which significantly enhances the feasibility set of current state-of-the-art results. In addition, extensions to cope with the disturbance attenuation control problem are included. Benchmark numerical examples are provided to illustrate the effectiveness of the proposed approach.

中文翻译:

用于Takagi-Sugeno系统分析和合成的广义非单调Lyapunov函数

本文以离散Takagi-Sugeno模糊系统的线性矩阵不等式形式给出了新的稳定性和镇定条件。得出它们时要考虑一类具有多参数非单调项的非二次Lyapunov函数,这大大增强了当前最新结果的可行性。另外,包括扩展以应对干扰衰减控制问题。提供了基准数字示例,以说明所提出方法的有效性。
更新日期:2020-08-23
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