Leader-Following Formation Control for Discrete-Time Fractional Stochastic Multi-Agent Systems by Event-Triggered Strategy

IF 3.6 2区 数学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Fractal and Fractional Pub Date : 2024-04-23 DOI:10.3390/fractalfract8050246
Jiawei Wu, Yongguang Yu, Guojian Ren
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Abstract

Fractional differential equations, which are non-local and can better describe memory and genetic properties, are widely used to describe various physical, chemical, and biological phenomena. Therefore, the multi-agent systems based on discrete-time fractional stochastic models are established. First, some followers are selected for pinning control. In order to save resources and energy, an event-triggered based control mechanism is proposed. Second, under this control mechanism, sufficient conditions on the interaction graph and the fractional derivative order such that formation control can be achieved are given. Additionally, influenced by noise, the multi-agent system completes formation control in the mean square. In addition to that, these results are equally applicable to the discrete-time fractional formation problem without noise. Finally, the example of numerical simulation is given to prove the correctness of the results.
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通过事件触发策略实现离散时间分数随机多代理系统的领导-跟随编队控制
分数微分方程具有非局部性,能更好地描述记忆和遗传特性,被广泛用于描述各种物理、化学和生物现象。因此,我们建立了基于离散时间分式随机模型的多代理系统。首先,选择一些跟随者进行钉控。为了节约资源和能源,提出了一种基于事件触发的控制机制。其次,在这种控制机制下,给出了相互作用图和分数导数阶数的充分条件,从而实现编队控制。此外,受噪声影响,多代理系统能在均方差内完成编队控制。此外,这些结果同样适用于无噪声的离散时间分数编队问题。最后,给出了数值模拟的例子来证明结果的正确性。
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来源期刊
Fractal and Fractional
Fractal and Fractional MATHEMATICS, INTERDISCIPLINARY APPLICATIONS-
CiteScore
4.60
自引率
18.50%
发文量
632
审稿时长
11 weeks
期刊介绍: Fractal and Fractional is an international, scientific, peer-reviewed, open access journal that focuses on the study of fractals and fractional calculus, as well as their applications across various fields of science and engineering. It is published monthly online by MDPI and offers a cutting-edge platform for research papers, reviews, and short notes in this specialized area. The journal, identified by ISSN 2504-3110, encourages scientists to submit their experimental and theoretical findings in great detail, with no limits on the length of manuscripts to ensure reproducibility. A key objective is to facilitate the publication of detailed research, including experimental procedures and calculations. "Fractal and Fractional" also stands out for its unique offerings: it warmly welcomes manuscripts related to research proposals and innovative ideas, and allows for the deposition of electronic files containing detailed calculations and experimental protocols as supplementary material.
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