基于干扰衰减策略的离散线性奇摄动系统比例积分观测器

IF 0.6 Q4 AUTOMATION & CONTROL SYSTEMS International Journal of Modelling Identification and Control Pub Date : 2023-01-01 DOI:10.1504/ijmic.2023.133440
Ltifi Marwa, Bahri Nesrine, Ltaief Majda
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引用次数: 0

摘要

研究受L2扰动和L2噪声影响的离散线性奇摄动系统的可观测界问题。基于二次Lyapunov函数和H∞范数,设计了具有鲁棒性的适当PI观测器进行状态估计,保证观测误差渐近稳定,并满足奇异扰动参数的适当界的H∞性能约束。为了设计该观测器,给出了用线性矩阵不等式(lmi)表示的充分条件,以保证所考虑系统的鲁棒稳定界。此任务也可以使用二次Lyapunov函数和H∞范数来实现。然后,利用这两个任务的结果,确定系统的可观察性界。最后给出了两个仿真实例来验证所提出的策略。
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Proportional integral observer using disturbance attenuation strategy for discrete-time linear singularly perturbed system
This paper deals with the observability bound problem of a discrete-time linear singularly perturbed system (DTLSPS) subject to L2 disturbance and L2 noise. A proper PI observer, known by its robustness, is devised for state estimation, ensuring that the observation error is asymptotically stable and satisfies the H∞ performance constraint for a proper bound of the singular perturbation parameter based on a quadratic Lyapunov function and the H∞ norm. In order to design this observer, sufficient conditions expressed in terms of linear matrix inequalities (LMIs) are developed to ensure the robust stability bound of the considered system. This task is also achieved using a quadratic Lyapunov function and the H∞ norm. Then, using the outcomes of these two tasks, the observability bound of the system is determined. Two simulation examples are then given to validate the proposed strategy.
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来源期刊
CiteScore
1.70
自引率
57.10%
发文量
52
期刊介绍: Most of the research and experiments in the fields of science, engineering, and social studies have spent significant efforts to find rules from various complicated phenomena by observations, recorded data, logic derivations, and so on. The rules are normally summarised as concise and quantitative expressions or “models". “Identification" provides mechanisms to establish the models and “control" provides mechanisms to improve the system (represented by its model) performance. IJMIC is set up to reflect the relevant generic studies in this area.
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