Interval Estimation in Discrete-Time Linear Systems with Parametric Uncertainties

IF 0.5 4区 计算机科学 Q4 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Journal of Computer and Systems Sciences International Pub Date : 2024-01-12 DOI:10.1134/s1064230723060138
A. N. Zhirabok, A. V. Zuev, C. Kim
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Abstract

The problem of constructing interval observers for discrete-time linear systems under external disturbances, measurement noise, and parametric uncertainties is studied. The relations allowing designing the interval observer of the minimal dimension that estimates the set of admissible values of the specified linear vector function of the system state are derived. The theoretical results are illustrated by an example.

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具有参数不确定性的离散时间线性系统中的区间估计
摘要 研究了在外部干扰、测量噪声和参数不确定性条件下离散时间线性系统的区间观测器构建问题。推导了设计最小维度区间观测器的关系,该观测器可估计系统状态的指定线性矢量函数的可允许值集。理论结果通过一个例子进行了说明。
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来源期刊
Journal of Computer and Systems Sciences International
Journal of Computer and Systems Sciences International 工程技术-计算机:控制论
CiteScore
1.50
自引率
33.30%
发文量
68
审稿时长
6-12 weeks
期刊介绍: Journal of Computer and System Sciences International is a journal published in collaboration with the Russian Academy of Sciences. It covers all areas of control theory and systems. The journal features papers on the theory and methods of control, as well as papers devoted to the study, design, modeling, development, and application of new control systems. The journal publishes papers that reflect contemporary research and development in the field of control. Particular attention is given to applications of computer methods and technologies to control theory and control engineering. The journal publishes proceedings of international scientific conferences in the form of collections of regular journal articles and reviews by top experts on topical problems of modern studies in control theory.
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