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Congestion Control for a Fair Packet Delivery in WSN: From a Complex System Perspective

In this work, we propose that packets travelling across a wireless sensor network (WSN) can be seen as the active agents that make up a complex system, just like a bird flock or a fish school, for instance. From this perspective, the tools and models that have been developed to study this kind of sy...

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Autores principales: Aguirre-Guerrero, Daniela, Marcelín-Jiménez, Ricardo, Rodriguez-Colina, Enrique, Pascoe-Chalke, Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4142782/
https://www.ncbi.nlm.nih.gov/pubmed/25177722
http://dx.doi.org/10.1155/2014/381305
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author Aguirre-Guerrero, Daniela
Marcelín-Jiménez, Ricardo
Rodriguez-Colina, Enrique
Pascoe-Chalke, Michael
author_facet Aguirre-Guerrero, Daniela
Marcelín-Jiménez, Ricardo
Rodriguez-Colina, Enrique
Pascoe-Chalke, Michael
author_sort Aguirre-Guerrero, Daniela
collection PubMed
description In this work, we propose that packets travelling across a wireless sensor network (WSN) can be seen as the active agents that make up a complex system, just like a bird flock or a fish school, for instance. From this perspective, the tools and models that have been developed to study this kind of systems have been applied. This is in order to create a distributed congestion control based on a set of simple rules programmed at the nodes of the WSN. Our results show that it is possible to adapt the carried traffic to the network capacity, even under stressing conditions. Also, the network performance shows a smooth degradation when the traffic goes beyond a threshold which is settled by the proposed self-organized control. In contrast, without any control, the network collapses before this threshold. The use of the proposed solution provides an effective strategy to address some of the common problems found in WSN deployment by providing a fair packet delivery. In addition, the network congestion is mitigated using adaptive traffic mechanisms based on a satisfaction parameter assessed by each packet which has impact on the global satisfaction of the traffic carried by the WSN.
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spelling pubmed-41427822014-08-31 Congestion Control for a Fair Packet Delivery in WSN: From a Complex System Perspective Aguirre-Guerrero, Daniela Marcelín-Jiménez, Ricardo Rodriguez-Colina, Enrique Pascoe-Chalke, Michael ScientificWorldJournal Research Article In this work, we propose that packets travelling across a wireless sensor network (WSN) can be seen as the active agents that make up a complex system, just like a bird flock or a fish school, for instance. From this perspective, the tools and models that have been developed to study this kind of systems have been applied. This is in order to create a distributed congestion control based on a set of simple rules programmed at the nodes of the WSN. Our results show that it is possible to adapt the carried traffic to the network capacity, even under stressing conditions. Also, the network performance shows a smooth degradation when the traffic goes beyond a threshold which is settled by the proposed self-organized control. In contrast, without any control, the network collapses before this threshold. The use of the proposed solution provides an effective strategy to address some of the common problems found in WSN deployment by providing a fair packet delivery. In addition, the network congestion is mitigated using adaptive traffic mechanisms based on a satisfaction parameter assessed by each packet which has impact on the global satisfaction of the traffic carried by the WSN. Hindawi Publishing Corporation 2014 2014-08-10 /pmc/articles/PMC4142782/ /pubmed/25177722 http://dx.doi.org/10.1155/2014/381305 Text en Copyright © 2014 Daniela Aguirre-Guerrero et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Aguirre-Guerrero, Daniela
Marcelín-Jiménez, Ricardo
Rodriguez-Colina, Enrique
Pascoe-Chalke, Michael
Congestion Control for a Fair Packet Delivery in WSN: From a Complex System Perspective
title Congestion Control for a Fair Packet Delivery in WSN: From a Complex System Perspective
title_full Congestion Control for a Fair Packet Delivery in WSN: From a Complex System Perspective
title_fullStr Congestion Control for a Fair Packet Delivery in WSN: From a Complex System Perspective
title_full_unstemmed Congestion Control for a Fair Packet Delivery in WSN: From a Complex System Perspective
title_short Congestion Control for a Fair Packet Delivery in WSN: From a Complex System Perspective
title_sort congestion control for a fair packet delivery in wsn: from a complex system perspective
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4142782/
https://www.ncbi.nlm.nih.gov/pubmed/25177722
http://dx.doi.org/10.1155/2014/381305
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