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首页> 外文期刊>International journal of systems science >State feedback control of interval type-2 Takagi-Sugeno fuzzy systems via interval type-2 regional switching fuzzy controllers
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State feedback control of interval type-2 Takagi-Sugeno fuzzy systems via interval type-2 regional switching fuzzy controllers

机译:通过区间2型区域切换模糊控制器对区间2型Takagi-Sugeno模糊系统的状态反馈控制

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摘要

The interval type-2 Takagi-Sugeno fuzzy systems have been proposed to handle nonlinear systems subject to parameter uncertainties. In this paper, a new type of state feedback controller, namely, interval type-2 regional switching fuzzy controller, is proposed to conceive less-conservative stabilisation conditions, which is switched by basing on the values of system states. To further reduce the conservativeness in the stability analysis, the information of lower and upper membership functions is also considered. Stability conditions for the interval type-2 fuzzy closed-loop systems are presented in the form of linear matrix inequalities (LMIs). Simulation examples are provided to illustrate the effectiveness of the proposed method.
机译:已经提出了区间2型Takagi-Sugeno模糊系统来处理受参数不确定性影响的非线性系统。本文提出了一种新型的状态反馈控制器,即区间2型区域切换模糊控制器,以考虑保守性较小的稳定条件,该条件根据系统状态的值进行切换。为了进一步降低稳定性分析中的保守性,还考虑了下隶属函数和上隶属函数的信息。区间2型模糊闭环系统的稳定性条件以线性矩阵不等式(LMI)的形式给出。仿真例子说明了该方法的有效性。

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