On Prolonging Network Lifetime through Load-Similar Node Deployment in Wireless Sensor Networks

This paper is focused on the study of the energy hole problem in the Progressive Multi-hop Rotational Clustered (PMRC)-structure, a highly scalable wireless sensor network (WSN) architecture. Based on an analysis on the traffic load distribution in PMRC-based WSNs, we propose a novel load-similar no...

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Main Authors: Jun Zheng, Mei Yang, Qiao-Qin Li, Ming Liu, Haigang Gong
Format: Article
Language:English
Published: MDPI AG 2011-03-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/11/4/3527/
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author Jun Zheng
Mei Yang
Qiao-Qin Li
Ming Liu
Haigang Gong
author_facet Jun Zheng
Mei Yang
Qiao-Qin Li
Ming Liu
Haigang Gong
author_sort Jun Zheng
collection DOAJ
description This paper is focused on the study of the energy hole problem in the Progressive Multi-hop Rotational Clustered (PMRC)-structure, a highly scalable wireless sensor network (WSN) architecture. Based on an analysis on the traffic load distribution in PMRC-based WSNs, we propose a novel load-similar node distribution strategy combined with the Minimum Overlapping Layers (MOL) scheme to address the energy hole problem in PMRC-based WSNs. In this strategy, sensor nodes are deployed in the network area according to the load distribution. That is, more nodes shall be deployed in the range where the average load is higher, and then the loads among different areas in the sensor network tend to be balanced. Simulation results demonstrate that the load-similar node distribution strategy prolongs network lifetime and reduces the average packet latency in comparison with existing nonuniform node distribution and uniform node distribution strategies. Note that, besides the PMRC structure, the analysis model and the proposed load-similar node distribution strategy are also applicable to other multi-hop WSN structures.
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spelling doaj.art-473f213c2ab147e5bed58a156315f57a2022-12-22T04:10:20ZengMDPI AGSensors1424-82202011-03-011143527354410.3390/s110403527On Prolonging Network Lifetime through Load-Similar Node Deployment in Wireless Sensor NetworksJun ZhengMei YangQiao-Qin LiMing LiuHaigang GongThis paper is focused on the study of the energy hole problem in the Progressive Multi-hop Rotational Clustered (PMRC)-structure, a highly scalable wireless sensor network (WSN) architecture. Based on an analysis on the traffic load distribution in PMRC-based WSNs, we propose a novel load-similar node distribution strategy combined with the Minimum Overlapping Layers (MOL) scheme to address the energy hole problem in PMRC-based WSNs. In this strategy, sensor nodes are deployed in the network area according to the load distribution. That is, more nodes shall be deployed in the range where the average load is higher, and then the loads among different areas in the sensor network tend to be balanced. Simulation results demonstrate that the load-similar node distribution strategy prolongs network lifetime and reduces the average packet latency in comparison with existing nonuniform node distribution and uniform node distribution strategies. Note that, besides the PMRC structure, the analysis model and the proposed load-similar node distribution strategy are also applicable to other multi-hop WSN structures.http://www.mdpi.com/1424-8220/11/4/3527/energy holeload-similar node distributionenergy balancenetwork lifetime
spellingShingle Jun Zheng
Mei Yang
Qiao-Qin Li
Ming Liu
Haigang Gong
On Prolonging Network Lifetime through Load-Similar Node Deployment in Wireless Sensor Networks
Sensors
energy hole
load-similar node distribution
energy balance
network lifetime
title On Prolonging Network Lifetime through Load-Similar Node Deployment in Wireless Sensor Networks
title_full On Prolonging Network Lifetime through Load-Similar Node Deployment in Wireless Sensor Networks
title_fullStr On Prolonging Network Lifetime through Load-Similar Node Deployment in Wireless Sensor Networks
title_full_unstemmed On Prolonging Network Lifetime through Load-Similar Node Deployment in Wireless Sensor Networks
title_short On Prolonging Network Lifetime through Load-Similar Node Deployment in Wireless Sensor Networks
title_sort on prolonging network lifetime through load similar node deployment in wireless sensor networks
topic energy hole
load-similar node distribution
energy balance
network lifetime
url http://www.mdpi.com/1424-8220/11/4/3527/
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