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Cluster-Delay Mean Square Consensus of Stochastic Multi-Agent Systems with Impulse Time Windows
This paper investigates the cluster-delay mean square consensus problem of a class of first-order nonlinear stochastic multi-agent systems with impulse time windows. Specifically, on the one hand, we have applied a discrete control mechanism (i.e., impulsive control) into the system instead of a con...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8392246/ https://www.ncbi.nlm.nih.gov/pubmed/34441173 http://dx.doi.org/10.3390/e23081033 |
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author | Luo, Huan Wang, Yinhe Zhan, Ruidian Zhang, Xuexi Wen, Haoxiang Yang, Senquan |
author_facet | Luo, Huan Wang, Yinhe Zhan, Ruidian Zhang, Xuexi Wen, Haoxiang Yang, Senquan |
author_sort | Luo, Huan |
collection | PubMed |
description | This paper investigates the cluster-delay mean square consensus problem of a class of first-order nonlinear stochastic multi-agent systems with impulse time windows. Specifically, on the one hand, we have applied a discrete control mechanism (i.e., impulsive control) into the system instead of a continuous one, which has the advantages of low control cost, high convergence speed; on the other hand, we considered the existence of impulse time windows when modeling the system, that is, a single impulse appears randomly within a time window rather than an ideal fixed position. In addition, this paper also considers the influence of stochastic disturbances caused by fluctuations in the external environment. Then, based on algebraic graph theory and Lyapunov stability theory, some sufficiency conditions that the system must meet to reach the consensus state are given. Finally, we designed a simulation example to verify the feasibility of the obtained results. |
format | Online Article Text |
id | pubmed-8392246 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-83922462021-08-28 Cluster-Delay Mean Square Consensus of Stochastic Multi-Agent Systems with Impulse Time Windows Luo, Huan Wang, Yinhe Zhan, Ruidian Zhang, Xuexi Wen, Haoxiang Yang, Senquan Entropy (Basel) Article This paper investigates the cluster-delay mean square consensus problem of a class of first-order nonlinear stochastic multi-agent systems with impulse time windows. Specifically, on the one hand, we have applied a discrete control mechanism (i.e., impulsive control) into the system instead of a continuous one, which has the advantages of low control cost, high convergence speed; on the other hand, we considered the existence of impulse time windows when modeling the system, that is, a single impulse appears randomly within a time window rather than an ideal fixed position. In addition, this paper also considers the influence of stochastic disturbances caused by fluctuations in the external environment. Then, based on algebraic graph theory and Lyapunov stability theory, some sufficiency conditions that the system must meet to reach the consensus state are given. Finally, we designed a simulation example to verify the feasibility of the obtained results. MDPI 2021-08-11 /pmc/articles/PMC8392246/ /pubmed/34441173 http://dx.doi.org/10.3390/e23081033 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Luo, Huan Wang, Yinhe Zhan, Ruidian Zhang, Xuexi Wen, Haoxiang Yang, Senquan Cluster-Delay Mean Square Consensus of Stochastic Multi-Agent Systems with Impulse Time Windows |
title | Cluster-Delay Mean Square Consensus of Stochastic Multi-Agent Systems with Impulse Time Windows |
title_full | Cluster-Delay Mean Square Consensus of Stochastic Multi-Agent Systems with Impulse Time Windows |
title_fullStr | Cluster-Delay Mean Square Consensus of Stochastic Multi-Agent Systems with Impulse Time Windows |
title_full_unstemmed | Cluster-Delay Mean Square Consensus of Stochastic Multi-Agent Systems with Impulse Time Windows |
title_short | Cluster-Delay Mean Square Consensus of Stochastic Multi-Agent Systems with Impulse Time Windows |
title_sort | cluster-delay mean square consensus of stochastic multi-agent systems with impulse time windows |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8392246/ https://www.ncbi.nlm.nih.gov/pubmed/34441173 http://dx.doi.org/10.3390/e23081033 |
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