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A Straight Skeleton Based Connectivity Restoration Strategy in the Presence of Obstacles for WSNs

Connectivity has significance in both of data collection and aggregation for Wireless Sensor Networks (WSNs). Once the connectivity is lost, relay nodes are deployed to build a Steiner Minimal Tree (SMT) such that the inter-component connection is reestablished. In recent years, there has been a gro...

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Autores principales: Wang, Xiaoding, Xu, Li, Zhou, Shuming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5677316/
https://www.ncbi.nlm.nih.gov/pubmed/28994703
http://dx.doi.org/10.3390/s17102299
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author Wang, Xiaoding
Xu, Li
Zhou, Shuming
author_facet Wang, Xiaoding
Xu, Li
Zhou, Shuming
author_sort Wang, Xiaoding
collection PubMed
description Connectivity has significance in both of data collection and aggregation for Wireless Sensor Networks (WSNs). Once the connectivity is lost, relay nodes are deployed to build a Steiner Minimal Tree (SMT) such that the inter-component connection is reestablished. In recent years, there has been a growing interest in connectivity restoration problems. In previous works, the deployment area of a WSN is assumed to be flat without obstacles. However, such an assumption is not realistic. In addition, most of the existing strategies chose the representative of each component, which serves as the starting point of relay node deployment during the connectivity restoration, either in a random way or in the shortest-distance based manner. In fact, both ways of representative selection could potentially increase the length of the SMT such that more relay nodes are required. In this paper, a novel connectivity restoration strategy is proposed—Obstacle–Avoid connectivity restoration strategy based on Straight Skeletons (OASS), which employs both the polygon based representative selection with the presence of obstacles and the straight skeleton based SMT establishment. The OASS is proved to be a 3- [Formula: see text] approximation algorithm with the complexity of [Formula: see text] , and the approximation ratio can reduce to [Formula: see text] while it satisfies a certain condition. The theoretical analysis and simulations show that the performance of the OASS is better than other strategies in terms of the relay count and the quality of the established topology (i.e., distances between components, delivery latency and balanced traffic load) as well.
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spelling pubmed-56773162017-11-17 A Straight Skeleton Based Connectivity Restoration Strategy in the Presence of Obstacles for WSNs Wang, Xiaoding Xu, Li Zhou, Shuming Sensors (Basel) Article Connectivity has significance in both of data collection and aggregation for Wireless Sensor Networks (WSNs). Once the connectivity is lost, relay nodes are deployed to build a Steiner Minimal Tree (SMT) such that the inter-component connection is reestablished. In recent years, there has been a growing interest in connectivity restoration problems. In previous works, the deployment area of a WSN is assumed to be flat without obstacles. However, such an assumption is not realistic. In addition, most of the existing strategies chose the representative of each component, which serves as the starting point of relay node deployment during the connectivity restoration, either in a random way or in the shortest-distance based manner. In fact, both ways of representative selection could potentially increase the length of the SMT such that more relay nodes are required. In this paper, a novel connectivity restoration strategy is proposed—Obstacle–Avoid connectivity restoration strategy based on Straight Skeletons (OASS), which employs both the polygon based representative selection with the presence of obstacles and the straight skeleton based SMT establishment. The OASS is proved to be a 3- [Formula: see text] approximation algorithm with the complexity of [Formula: see text] , and the approximation ratio can reduce to [Formula: see text] while it satisfies a certain condition. The theoretical analysis and simulations show that the performance of the OASS is better than other strategies in terms of the relay count and the quality of the established topology (i.e., distances between components, delivery latency and balanced traffic load) as well. MDPI 2017-10-10 /pmc/articles/PMC5677316/ /pubmed/28994703 http://dx.doi.org/10.3390/s17102299 Text en © 2017 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
Wang, Xiaoding
Xu, Li
Zhou, Shuming
A Straight Skeleton Based Connectivity Restoration Strategy in the Presence of Obstacles for WSNs
title A Straight Skeleton Based Connectivity Restoration Strategy in the Presence of Obstacles for WSNs
title_full A Straight Skeleton Based Connectivity Restoration Strategy in the Presence of Obstacles for WSNs
title_fullStr A Straight Skeleton Based Connectivity Restoration Strategy in the Presence of Obstacles for WSNs
title_full_unstemmed A Straight Skeleton Based Connectivity Restoration Strategy in the Presence of Obstacles for WSNs
title_short A Straight Skeleton Based Connectivity Restoration Strategy in the Presence of Obstacles for WSNs
title_sort straight skeleton based connectivity restoration strategy in the presence of obstacles for wsns
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5677316/
https://www.ncbi.nlm.nih.gov/pubmed/28994703
http://dx.doi.org/10.3390/s17102299
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