Reachable Set Estimation for Singular Discrete-Time Nonlinear Systems With Time-Varying Delays

IF 3.2 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS International Journal of Robust and Nonlinear Control Pub Date : 2024-10-27 DOI:10.1002/rnc.7683
Le Huy Vu
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Abstract

In this article, the reachable set estimation problems for a class of singular discrete-time nonlinear systems (SDNS) with time-varying delay (TVD) are presented. First, we employ a Lyapunov function scheme and utilize zero-type free matrix equations. Based on this, a criterion is derived in the form of linear matrix inequalities (LMIs) to guarantee that the considered system to be regular, causal, and the state trajectory x 1 $$ {x}_1 $$ of the system is bounded. Second, by developing the singular systems decomposition technique into slow and fast subsystems and using the introduced auxiliary lemma, we establish that the x 2 $$ {x}_2 $$ state trajectory of the fast subsystem is also bounded, and the reachable set of singular nonlinear system is bounded within the ellipsoid. Finally, Numerical examples are presented to illustrate the effectiveness of the proposed method.

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时变时滞奇异离散非线性系统的可达集估计
研究了一类具有时变时滞的奇异离散非线性系统的可达集估计问题。首先,我们采用Lyapunov函数格式并利用零型自由矩阵方程。在此基础上,以线性矩阵不等式(lmi)的形式导出了一个准则,以保证所考虑的系统是正则的、因果的,并且系统的状态轨迹x1 $$ {x}_1 $$是有界的。其次,通过将奇异系统分解技术发展为慢速子系统和快速子系统,并利用引入的辅助引理,我们建立了快速子系统的x2 $$ {x}_2 $$状态轨迹也是有界的;奇异非线性系统的可达集在椭球内有界。最后,通过数值算例说明了所提方法的有效性。
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来源期刊
International Journal of Robust and Nonlinear Control
International Journal of Robust and Nonlinear Control 工程技术-工程:电子与电气
CiteScore
6.70
自引率
20.50%
发文量
505
审稿时长
2.7 months
期刊介绍: Papers that do not include an element of robust or nonlinear control and estimation theory will not be considered by the journal, and all papers will be expected to include significant novel content. The focus of the journal is on model based control design approaches rather than heuristic or rule based methods. Papers on neural networks will have to be of exceptional novelty to be considered for the journal.
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