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Increasing the Lifetime of Mobile WSNs via Dynamic Optimization of Sensor Node Communication Activity

In this paper, a simple and flexible method for increasing the lifetime of fixed or mobile wireless sensor networks is proposed. Based on past residual energy information reported by the sensor nodes, the sink node or another central node dynamically optimizes the communication activity levels of th...

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Detalles Bibliográficos
Autores principales: Guimarães, Dayan Adionel, Sakai, Lucas Jun, Alberti, Antonio Marcos, de Souza, Rausley Adriano Amaral
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5038809/
https://www.ncbi.nlm.nih.gov/pubmed/27657075
http://dx.doi.org/10.3390/s16091536
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author Guimarães, Dayan Adionel
Sakai, Lucas Jun
Alberti, Antonio Marcos
de Souza, Rausley Adriano Amaral
author_facet Guimarães, Dayan Adionel
Sakai, Lucas Jun
Alberti, Antonio Marcos
de Souza, Rausley Adriano Amaral
author_sort Guimarães, Dayan Adionel
collection PubMed
description In this paper, a simple and flexible method for increasing the lifetime of fixed or mobile wireless sensor networks is proposed. Based on past residual energy information reported by the sensor nodes, the sink node or another central node dynamically optimizes the communication activity levels of the sensor nodes to save energy without sacrificing the data throughput. The activity levels are defined to represent portions of time or time-frequency slots in a frame, during which the sensor nodes are scheduled to communicate with the sink node to report sensory measurements. Besides node mobility, it is considered that sensors’ batteries may be recharged via a wireless power transmission or equivalent energy harvesting scheme, bringing to the optimization problem an even more dynamic character. We report large increased lifetimes over the non-optimized network and comparable or even larger lifetime improvements with respect to an idealized greedy algorithm that uses both the real-time channel state and the residual energy information.
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spelling pubmed-50388092016-09-29 Increasing the Lifetime of Mobile WSNs via Dynamic Optimization of Sensor Node Communication Activity Guimarães, Dayan Adionel Sakai, Lucas Jun Alberti, Antonio Marcos de Souza, Rausley Adriano Amaral Sensors (Basel) Article In this paper, a simple and flexible method for increasing the lifetime of fixed or mobile wireless sensor networks is proposed. Based on past residual energy information reported by the sensor nodes, the sink node or another central node dynamically optimizes the communication activity levels of the sensor nodes to save energy without sacrificing the data throughput. The activity levels are defined to represent portions of time or time-frequency slots in a frame, during which the sensor nodes are scheduled to communicate with the sink node to report sensory measurements. Besides node mobility, it is considered that sensors’ batteries may be recharged via a wireless power transmission or equivalent energy harvesting scheme, bringing to the optimization problem an even more dynamic character. We report large increased lifetimes over the non-optimized network and comparable or even larger lifetime improvements with respect to an idealized greedy algorithm that uses both the real-time channel state and the residual energy information. MDPI 2016-09-20 /pmc/articles/PMC5038809/ /pubmed/27657075 http://dx.doi.org/10.3390/s16091536 Text en © 2016 by the authors; 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Guimarães, Dayan Adionel
Sakai, Lucas Jun
Alberti, Antonio Marcos
de Souza, Rausley Adriano Amaral
Increasing the Lifetime of Mobile WSNs via Dynamic Optimization of Sensor Node Communication Activity
title Increasing the Lifetime of Mobile WSNs via Dynamic Optimization of Sensor Node Communication Activity
title_full Increasing the Lifetime of Mobile WSNs via Dynamic Optimization of Sensor Node Communication Activity
title_fullStr Increasing the Lifetime of Mobile WSNs via Dynamic Optimization of Sensor Node Communication Activity
title_full_unstemmed Increasing the Lifetime of Mobile WSNs via Dynamic Optimization of Sensor Node Communication Activity
title_short Increasing the Lifetime of Mobile WSNs via Dynamic Optimization of Sensor Node Communication Activity
title_sort increasing the lifetime of mobile wsns via dynamic optimization of sensor node communication activity
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5038809/
https://www.ncbi.nlm.nih.gov/pubmed/27657075
http://dx.doi.org/10.3390/s16091536
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