非线性lipschitz离散时间系统观测器扩展到H∞滤波设计

N. Gasmi, A. Thabet, M. Boutayeb, M. Aoun
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引用次数: 1

摘要

本文主要讨论一类一般非线性离散系统的状态观测器设计。其主要贡献在于利用微分中值定理(DMVT)将非线性误差动力学转化为线性变参系统。这样做的好处是可以引入非线性函数的一般条件。对具有线性和非线性输出的系统进行了H∞滤波设计的推广。给出了保证渐近收敛的LMI条件。然后通过仿真算例说明了所得结果的性能和准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Observers for nonlinear lipschitz discrete time systems with extension to H∞ filtering design
This note focuses on state observer design for a general class of nonlinear discrete-time systems. The main contribution lies in the use of the differential mean value theorem (DMVT) to transform the nonlinear error dynamics into a linear parameter varying (LPV) system. This has the advantage of introducing a general condition on the non linear functions. An extension to H∞ filtering design is obtained for systems with linear and nonlinear outputs. LMI conditions are presented to ensure asymptotic convergence. Then performances and accuracy of the results are illustrated through simulation examples.
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