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An Equilibrium Strategy-Based Routing Optimization Algorithm for Wireless Sensor Networks
In energy-constrained wireless sensor networks (WSNs), the design of an energy-efficient smart strategy is a key to extend the network lifetime, but the unbalance of energy consumption and node load severely restrict the long-term operation of the network. To address these issues, a novel routing al...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6210561/ https://www.ncbi.nlm.nih.gov/pubmed/30332753 http://dx.doi.org/10.3390/s18103477 |
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author | Tang, Liangrui Lu, Zhilin Cai, Jinqi Yan, Jiangyu |
author_facet | Tang, Liangrui Lu, Zhilin Cai, Jinqi Yan, Jiangyu |
author_sort | Tang, Liangrui |
collection | PubMed |
description | In energy-constrained wireless sensor networks (WSNs), the design of an energy-efficient smart strategy is a key to extend the network lifetime, but the unbalance of energy consumption and node load severely restrict the long-term operation of the network. To address these issues, a novel routing algorithm which considers both energy saving and load balancing is proposed in this paper. First of all, the transmission energy consumption, node residual energy and path hops are considered to create the link cost, and then a minimum routing graph is generated based on the link cost. Finally, in order to ensure the balance of traffic and residual energy of each node in the network, an “edge-cutting” strategy is proposed to optimize the minimum routing graph and turn it into a minimum routing tree. The simulation results show that, the proposed algorithm not only can balance the network load and prolong the lifetime of network, but meet the needs of delay and packet loss rate. |
format | Online Article Text |
id | pubmed-6210561 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-62105612018-11-02 An Equilibrium Strategy-Based Routing Optimization Algorithm for Wireless Sensor Networks Tang, Liangrui Lu, Zhilin Cai, Jinqi Yan, Jiangyu Sensors (Basel) Article In energy-constrained wireless sensor networks (WSNs), the design of an energy-efficient smart strategy is a key to extend the network lifetime, but the unbalance of energy consumption and node load severely restrict the long-term operation of the network. To address these issues, a novel routing algorithm which considers both energy saving and load balancing is proposed in this paper. First of all, the transmission energy consumption, node residual energy and path hops are considered to create the link cost, and then a minimum routing graph is generated based on the link cost. Finally, in order to ensure the balance of traffic and residual energy of each node in the network, an “edge-cutting” strategy is proposed to optimize the minimum routing graph and turn it into a minimum routing tree. The simulation results show that, the proposed algorithm not only can balance the network load and prolong the lifetime of network, but meet the needs of delay and packet loss rate. MDPI 2018-10-16 /pmc/articles/PMC6210561/ /pubmed/30332753 http://dx.doi.org/10.3390/s18103477 Text en © 2018 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 Tang, Liangrui Lu, Zhilin Cai, Jinqi Yan, Jiangyu An Equilibrium Strategy-Based Routing Optimization Algorithm for Wireless Sensor Networks |
title | An Equilibrium Strategy-Based Routing Optimization Algorithm for Wireless Sensor Networks |
title_full | An Equilibrium Strategy-Based Routing Optimization Algorithm for Wireless Sensor Networks |
title_fullStr | An Equilibrium Strategy-Based Routing Optimization Algorithm for Wireless Sensor Networks |
title_full_unstemmed | An Equilibrium Strategy-Based Routing Optimization Algorithm for Wireless Sensor Networks |
title_short | An Equilibrium Strategy-Based Routing Optimization Algorithm for Wireless Sensor Networks |
title_sort | equilibrium strategy-based routing optimization algorithm for wireless sensor networks |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6210561/ https://www.ncbi.nlm.nih.gov/pubmed/30332753 http://dx.doi.org/10.3390/s18103477 |
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