基于两阶段模糊逻辑聚类的无线传感器网络LEACH协议

M. Kamal, Shamim Ara Shawkat, M. S. Alam
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引用次数: 4

摘要

无线传感器网络能否广泛存在,能源能力是一个重要的特征。为了提高传感器节点的电池寿命,已经提出了多种方法。其中一种方法是聚类方法,它包括两种方法:选择剩余能量更多的簇头和在簇之间周期性地旋转簇头,从而延长网络的生存时间。本文提出了基于TSFL-LEACH(基于两阶段模糊逻辑的低能量自适应聚类层次)的无线传感器网络,其中根据簇头和簇节点的距离定义了两个完全独立的簇水平。我们还采用模糊不对称聚类机制来延长无线传感器网络的寿命。我们将我们的算法与一些流行的算法LEACH, LEACH- c和EEUC进行了比较。仿真结果表明,我们的定制版本提高了无线传感器网络(WSN)的能源效率和寿命。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Two stage fuzzy logic based clustering approach wireless sensor network LEACH protocol
Energy proficiency is an essential feature to intend an extensive existence wireless sensor network. More than a few methods have been proposed to boost the battery lifetime of sensor nodes. One of the methods is clustering approach which consists of two ways: selecting cluster heads with more residual energy and rotating cluster heads periodically from cluster to cluster thus extends the network lifetime. In this paper we present the wireless sensor networks by means of TSFL-LEACH (Two Stage Fuzzy Logic based Low Energy Adaptive Clustering Hierarchy) where completely two separate cluster levels are defined depending on the distance from the cluster heads and the cluster nodes. We also applied fuzzy asymmetrical clustering mechanism to prolong the lifetime of WSNs. We compare our algorithm with some popular algorithms namely LEACH, LEACH-C and EEUC. The simulation result shows that our bespoken edition improves the energy efficiency and enhances the life length of a wireless sensor network (WSN).
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