一类非线性离散时间系统的观测器设计

N. Gasmi, A. Thabet, M. Boutayeb, M. Aoun
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引用次数: 11

摘要

本文主要研究非线性离散时间系统的观测器设计。主要目的是应用微分中值定理(DMVT)将非线性动力学误差转化为线性变参系统。目的是在非线性函数上引入一个限制较少的条件。为了保证线性矩阵不等式的渐近稳定性,给出了线性矩阵不等式的充分条件。为了便于比较,引入了利用单侧Lipschitz条件的观测器。数值模拟结果表明该方法具有良好的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Observer design for a class of nonlinear discrete time systems
This paper focuses in the observer design for non-linear discrete time systems. The main objective is the application of the Differential Mean Value Theorem (DMVT) to transform the nonlinear dynamics error to a linear parameter varying (LPV) system. This aims to introduce a less restrictive condition on the nonlinear functions. To ensure asymptotic stability, sufficient conditions are formulated in Linear Matrix Inequalities (LMIs). For comparison, an observer based on the utilization of the One-Sided Lipschitz condition is introduced. High performances are shown through numerical simulation.
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