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Zone Based Hybrid Approach for Clustering and Data Collection in Wireless Sensor Networks

机译:无线传感器网络中基于区域的聚类和数据收集混合方法

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摘要

A wireless sensor network (WSN) is a collection of spatially distributed autonomous sensor nodes that can be used to monitor, among other things, environmental conditions. WSN nodes are constrained by their limited energy supply, communication range and local computational capabilities. Data routing is an area that can be optimized to allow nodes to conserve energy, improving the network's overall lifetime. Though many routing protocols can be used, using a clustering protocol can play an important role in conserving WSN energy.;A new hybrid algorithm is proposed which incorporates both distributed and centralized algorithms for selection of the cluster head (CH). In most networks, sensor nodes have limited energy, so a mobile data collector (MDC) is used to collect information, reducing energy requirements. The performance of proposed algorithm is evaluated using NS-2 simulations. The results show that proposed algorithm has better performance, throughput, network lifetime compared to existing routing protocols.
机译:无线传感器网络(WSN)是空间分布的自主传感器节点的集合,这些节点可用于监视环境状况。 WSN节点受其有限的能源供应,通信范围和本地计算能力的约束。数据路由是一个可以优化的区域,可以使节点节省能源,从而改善网络的整体寿命。尽管可以使用许多路由协议,但是使用群集协议在节约WSN能量方面可以发挥重要作用。提出了一种新的混合算法,该算法结合了分布式算法和集中式算法来选择簇头(CH)。在大多数网络中,传感器节点的能量有限,因此使用移动数据收集器(MDC)收集信息,从而降低了能量需求。使用NS-2仿真评估了所提出算法的性能。结果表明,与现有的路由协议相比,该算法具有更好的性能,吞吐量,网络寿命。

著录项

  • 作者单位

    North Dakota State University.;

  • 授予单位 North Dakota State University.;
  • 学科 Computer science.;Electrical engineering.;Information technology.
  • 学位 M.S.
  • 年度 2018
  • 页码 91 p.
  • 总页数 91
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

  • 入库时间 2022-08-17 11:53:17

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