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Routing in Wireless Sensor Networks Using an Ant Colony Optimization (ACO) Router Chip

Wireless Sensor Networks consisting of nodes with limited power are deployed to gather useful information from the field. In WSNs it is critical to collect the information in an energy efficient manner. Ant Colony Optimization, a swarm intelligence based optimization technique, is widely used in net...

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Detalles Bibliográficos
Autores principales: Okdem, Selcuk, Karaboga, Dervis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Molecular Diversity Preservation International (MDPI) 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3280839/
https://www.ncbi.nlm.nih.gov/pubmed/22399947
http://dx.doi.org/10.3390/s90200909
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author Okdem, Selcuk
Karaboga, Dervis
author_facet Okdem, Selcuk
Karaboga, Dervis
author_sort Okdem, Selcuk
collection PubMed
description Wireless Sensor Networks consisting of nodes with limited power are deployed to gather useful information from the field. In WSNs it is critical to collect the information in an energy efficient manner. Ant Colony Optimization, a swarm intelligence based optimization technique, is widely used in network routing. A novel routing approach using an Ant Colony Optimization algorithm is proposed for Wireless Sensor Networks consisting of stable nodes. Illustrative examples, detailed descriptions and comparative performance test results of the proposed approach are included. The approach is also implemented to a small sized hardware component as a router chip. Simulation results show that proposed algorithm provides promising solutions allowing node designers to efficiently operate routing tasks.
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spelling pubmed-32808392012-03-07 Routing in Wireless Sensor Networks Using an Ant Colony Optimization (ACO) Router Chip Okdem, Selcuk Karaboga, Dervis Sensors (Basel) Article Wireless Sensor Networks consisting of nodes with limited power are deployed to gather useful information from the field. In WSNs it is critical to collect the information in an energy efficient manner. Ant Colony Optimization, a swarm intelligence based optimization technique, is widely used in network routing. A novel routing approach using an Ant Colony Optimization algorithm is proposed for Wireless Sensor Networks consisting of stable nodes. Illustrative examples, detailed descriptions and comparative performance test results of the proposed approach are included. The approach is also implemented to a small sized hardware component as a router chip. Simulation results show that proposed algorithm provides promising solutions allowing node designers to efficiently operate routing tasks. Molecular Diversity Preservation International (MDPI) 2009-02-13 /pmc/articles/PMC3280839/ /pubmed/22399947 http://dx.doi.org/10.3390/s90200909 Text en © 2009 by the authors; licensee Molecular Diversity Preservation International, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/3.0/).
spellingShingle Article
Okdem, Selcuk
Karaboga, Dervis
Routing in Wireless Sensor Networks Using an Ant Colony Optimization (ACO) Router Chip
title Routing in Wireless Sensor Networks Using an Ant Colony Optimization (ACO) Router Chip
title_full Routing in Wireless Sensor Networks Using an Ant Colony Optimization (ACO) Router Chip
title_fullStr Routing in Wireless Sensor Networks Using an Ant Colony Optimization (ACO) Router Chip
title_full_unstemmed Routing in Wireless Sensor Networks Using an Ant Colony Optimization (ACO) Router Chip
title_short Routing in Wireless Sensor Networks Using an Ant Colony Optimization (ACO) Router Chip
title_sort routing in wireless sensor networks using an ant colony optimization (aco) router chip
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3280839/
https://www.ncbi.nlm.nih.gov/pubmed/22399947
http://dx.doi.org/10.3390/s90200909
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