Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Luo, Huan, Wang, Yinhe, Zhan, Ruidian, Zhang, Xuexi, Wen, Haoxiang, Yang, Senquan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
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
_version_ 1783743456315703296
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
work_keys_str_mv AT luohuan clusterdelaymeansquareconsensusofstochasticmultiagentsystemswithimpulsetimewindows
AT wangyinhe clusterdelaymeansquareconsensusofstochasticmultiagentsystemswithimpulsetimewindows
AT zhanruidian clusterdelaymeansquareconsensusofstochasticmultiagentsystemswithimpulsetimewindows
AT zhangxuexi clusterdelaymeansquareconsensusofstochasticmultiagentsystemswithimpulsetimewindows
AT wenhaoxiang clusterdelaymeansquareconsensusofstochasticmultiagentsystemswithimpulsetimewindows
AT yangsenquan clusterdelaymeansquareconsensusofstochasticmultiagentsystemswithimpulsetimewindows