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Distributed Event Triggering Algorithm for Multi-Agent System over a Packet Dropping Network
The availability of wireless networked control systems (WNCSs) has increased the interest in controlling multi-agent systems. Multiple feedback loops are closed over a shared communication network in such systems. An event triggering algorithm can significantly reduce network usage compared to the t...
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/PMC8309785/ https://www.ncbi.nlm.nih.gov/pubmed/34300573 http://dx.doi.org/10.3390/s21144835 |
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author | Bemani, Ali Björsell, Niclas |
author_facet | Bemani, Ali Björsell, Niclas |
author_sort | Bemani, Ali |
collection | PubMed |
description | The availability of wireless networked control systems (WNCSs) has increased the interest in controlling multi-agent systems. Multiple feedback loops are closed over a shared communication network in such systems. An event triggering algorithm can significantly reduce network usage compared to the time triggering algorithm in WNCSs, however, the control performance is insecure in an industrial environment with a high probability of the packet dropping. This paper presents the design of a distributed event triggering algorithm in the state feedback controller for multi-agent systems, whose dynamics are subjected to the external interaction of other agents and under a random single packet drop scenario. Distributed event-based state estimation methods were applied in this work for designing a new event triggering algorithm for multi-agent systems while retaining satisfactory control performance, even in a high probability of packet drop condition. Simulation results for a multi-agent application show the main benefits and suitability of the proposed event triggering algorithm for multi-agent feedback control in WNCSs with packet drop imperfection. |
format | Online Article Text |
id | pubmed-8309785 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-83097852021-07-25 Distributed Event Triggering Algorithm for Multi-Agent System over a Packet Dropping Network Bemani, Ali Björsell, Niclas Sensors (Basel) Article The availability of wireless networked control systems (WNCSs) has increased the interest in controlling multi-agent systems. Multiple feedback loops are closed over a shared communication network in such systems. An event triggering algorithm can significantly reduce network usage compared to the time triggering algorithm in WNCSs, however, the control performance is insecure in an industrial environment with a high probability of the packet dropping. This paper presents the design of a distributed event triggering algorithm in the state feedback controller for multi-agent systems, whose dynamics are subjected to the external interaction of other agents and under a random single packet drop scenario. Distributed event-based state estimation methods were applied in this work for designing a new event triggering algorithm for multi-agent systems while retaining satisfactory control performance, even in a high probability of packet drop condition. Simulation results for a multi-agent application show the main benefits and suitability of the proposed event triggering algorithm for multi-agent feedback control in WNCSs with packet drop imperfection. MDPI 2021-07-15 /pmc/articles/PMC8309785/ /pubmed/34300573 http://dx.doi.org/10.3390/s21144835 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 Bemani, Ali Björsell, Niclas Distributed Event Triggering Algorithm for Multi-Agent System over a Packet Dropping Network |
title | Distributed Event Triggering Algorithm for Multi-Agent System over a Packet Dropping Network |
title_full | Distributed Event Triggering Algorithm for Multi-Agent System over a Packet Dropping Network |
title_fullStr | Distributed Event Triggering Algorithm for Multi-Agent System over a Packet Dropping Network |
title_full_unstemmed | Distributed Event Triggering Algorithm for Multi-Agent System over a Packet Dropping Network |
title_short | Distributed Event Triggering Algorithm for Multi-Agent System over a Packet Dropping Network |
title_sort | distributed event triggering algorithm for multi-agent system over a packet dropping network |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8309785/ https://www.ncbi.nlm.nih.gov/pubmed/34300573 http://dx.doi.org/10.3390/s21144835 |
work_keys_str_mv | AT bemaniali distributedeventtriggeringalgorithmformultiagentsystemoverapacketdroppingnetwork AT bjorsellniclas distributedeventtriggeringalgorithmformultiagentsystemoverapacketdroppingnetwork |