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Multirate Digital Control for Fuzzy Systems: LMI-Based Design and Stability Analysis

机译:模糊系统的多速率数字控制:基于LMI的设计和稳定性分析

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摘要

This paper studies an intelligent digital control for nonlinear systems with multirate sampling. It is worth noting that the multirate control design is addressed for a given nonlinear system represented by Takagi-Sugeno (T-S) fuzzy models. The main features of the proposed method are that i) it is provided that the sufficient conditions for stabilization of the discrete-time T-S fuzzy system in the sense of Lyapunov stability criterion, which is can be formulated in the linear matrix inequalities (LMIs); and ii) the stability properties of the trivial solution of the digital control system can be deduced from that of the solution of its discretized versions. An example is provided for showing the feasibility of the proposed method.
机译:本文研究了具有多速率采样的非线性系统的智能数字控制。值得注意的是,针对以Takagi-Sugeno(T-S)模糊模型表示的给定非线性系统,解决了多速率控制设计问题。所提出的方法的主要特征是:i)提供了在Lyapunov稳定性准则的意义上稳定离散T-S模糊系统的充分条件,该条件可以用线性矩阵不等式(LMI)表示; ii)可以从离散化版本的解决方案的稳定性推论出数字控制系统的普通解决方案的稳定性。提供了一个示例来说明所提出方法的可行性。

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