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

机译:基于模糊逻辑的聚类结合移动宿提高无线传感器网络的网络寿命

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摘要

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.
机译:已经研究了与能耗和延长无线传感器网络(WSNs)寿命有关的问题。 WSN中收发器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。为了获得更高的能效结果,本文考虑了基站的移动性以延长WSN的寿命。我们提出了一种将固定路径移动接收器与模糊聚类算法相结合的策略,与使用模糊逻辑(CHEF)的Leach,簇头选举机制相比,该算法在网络寿命,稳定性和数据包传递方面具有更好的性能。通过仿真软件MATLAB进行性能评估。

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  • 来源
  • 会议地点 Chuncheon-si Gangwon-do(KR)
  • 作者单位

    Department of Information Technology, Thu Duc College, Ho Chi Minh 70000, Viet Nam;

    Department of Information Technology II, Posts Telecommunications Institute of Technology, Ho Chi Minh, 70000, Viet Nam;

    Department of Information Technology II, Posts Telecommunications Institute of Technology, Ho Chi Minh, 70000, Viet Nam;

    Department of Information Technology, Thu Duc College, Ho Chi Minh 70000, Viet Nam;

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  • 正文语种 eng
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