Improving network lifetime in wireless sensor network using fuzzy logic based clustering combined with mobile sink

Phan Thi The, Vu Nhu Manh, Tran Cong Hung, Le Dien Tam
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引用次数: 7

Abstract

The issues related to energy consumption and prolonging the lifetime of wireless sensor networks(WSNs) have been studied. The deployment of a transceiver station in a WSN is a major concern. Supposing the base stations are static (fixed), however they are capable of moving in some situations to collect data from sensor nodes. In order to achieve higher energy efficiency results, the mobility of the base station to increase the lifetime of the WSN is considered in this article. We propose a strategy that combines moving sinks by fixed-path sink with fuzzy clustering algorithm that results the proposed algorithm has better performance in terms of network life, stability and packet delivery compared to Leach, Cluster Head Election mechanism using Fuzzy logic (CHEF) in performance evaluation through simulation software MATLAB.
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基于模糊逻辑的聚类与移动sink相结合提高无线传感器网络的网络寿命
对无线传感器网络的能量消耗和寿命延长等问题进行了研究。无线传感器网络中收发站的部署是一个主要问题。假设基站是静态的(固定的),但是它们能够在某些情况下移动以从传感器节点收集数据。为了达到更高的能效效果,本文考虑了基站的移动性来增加无线传感器网络的寿命。我们提出了一种将固定路径sink移动sink与模糊聚类算法相结合的策略,通过仿真软件MATLAB进行性能评价,结果表明所提出的算法在网络寿命、稳定性和数据包传输方面都优于采用模糊逻辑(CHEF)的Leach、Cluster Head Election机制。
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