Enhancing the Stability of the Improved-LEACH Routing Protocol for WSNs

IF 0.5 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS
Ammar S. Al-Zubaidi, Ahmad Ariffin, Abdulrahman K. Al-Qadhi
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引用次数: 17

Abstract

Recently, increasing battery lifetime in wireless sensor networks has turned out to be one of the major challenges faced by researchers. The sensor nodes in wireless sensor networks use a battery as their power source, which is hard to replace during deployment. Low Energy Adaptive Clustering Hierarchy (LEACH) is one of the most prominent wireless sensor network routing protocols that have been proposed to improve network lifetime by utilizing energy-efficient clustering. However, LEACH has some issues related to cluster-head selection, where the selection is done randomly. This leads to rapid loss of energy in the network. Improved LEACH is a LEACH alternative that has the ability to increase network lifetime by using the nodes’ residual energy and their distance to the base station to select cluster-head nodes. However, Improved LEACH causes reduced stability, where the stability period is the duration before the death of the first node. The network stability period is important for applications that require reliable feedback from the network. Thus, we were motivated to investigate the Improved LEACH algorithm and to try to solve the stability problem. A new protocol is proposed in this paper: Stable Improved Low Energy Adaptive Clustering Hierarchy (SILEACH), which was developed to overcome the flaws of the Improved LEACH protocol. SILEACH balances the load between the nodes by utilizing an optimized method that considers the nodes’ distance to the base station and their residual energy to select the cluster-head nodes and considers the nodes’ distance to the cluster head and the base station to form clusters. The simulation results revealed that SILEACH is significantly more efficient than Improved LEACH in terms of stability period and network lifetime.
提高改进的LEACH路由协议在无线传感器网络中的稳定性
近年来,提高无线传感器网络的电池寿命已成为研究人员面临的主要挑战之一。无线传感器网络中的传感器节点使用电池作为其电源,电池在部署过程中难以更换。低能量自适应聚类层次(LEACH)是无线传感器网络路由协议中最重要的一种,它通过利用节能聚类来提高网络的生存时间。然而,LEACH有一些与簇头选择相关的问题,其中选择是随机进行的。这将导致网络中能量的快速损失。改进的LEACH是一种LEACH替代方案,它能够通过使用节点的剩余能量和它们到基站的距离来选择簇头节点来增加网络寿命。然而,改进的LEACH导致稳定性降低,其中稳定周期是第一个节点死亡之前的持续时间。对于需要从网络获得可靠反馈的应用来说,网络稳定周期非常重要。因此,我们有动机研究改进的LEACH算法,并尝试解决稳定性问题。本文提出了一种新的协议:稳定改进的低能量自适应聚类层次(SILEACH)协议,该协议是为了克服改进LEACH协议的缺陷而开发的。SILEACH通过考虑节点到基站的距离及其剩余能量来选择簇头节点,并考虑节点到簇头和基站的距离来组成簇的优化方法来平衡节点之间的负载。仿真结果表明,SILEACH在稳定周期和网络寿命方面都明显优于Improved LEACH。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of ICT Research and Applications
Journal of ICT Research and Applications COMPUTER SCIENCE, INFORMATION SYSTEMS-
CiteScore
1.60
自引率
0.00%
发文量
13
审稿时长
24 weeks
期刊介绍: Journal of ICT Research and Applications welcomes full research articles in the area of Information and Communication Technology from the following subject areas: Information Theory, Signal Processing, Electronics, Computer Network, Telecommunication, Wireless & Mobile Computing, Internet Technology, Multimedia, Software Engineering, Computer Science, Information System and Knowledge Management. Authors are invited to submit articles that have not been published previously and are not under consideration elsewhere.
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