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PEGASIS Protocol in Wireless Sensor Network Based on an Improved Ant Colony Algorithm

机译:基于改进蚁群算法的无线传感器网络PEGASIS协议

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摘要

This paper proposes a routing protocol for the applications of Wireless Sensor Network (WSN). It is a protocol based on the PEGASIS protocol but using an improved ant colony algorithm rather than the greedy algorithm to construct the chain. Compared with the original PEGASIS, this one, PEG-ant, can achieve a global optimization. It forms a chain that makes the path more even-distributed and the total square of transmission distance much less. Moreover, in the constructing process, the energy factor has been taken into account, which brings about a balance of energy consumption between nodes. In each round of transmission, according to the current energy of each node, a leader is selected to directly communicate with the base station (BS). Simulation results have show that the proposed protocol significantly prolongs the network lifetime.
机译:本文针对无线传感器网络(WSN)的应用提出了一种路由协议。它是基于PEGASIS协议的协议,但使用改进的蚁群算法而非贪婪算法来构建链。与原始PEGASIS相比,这种PEG-ant可实现全局优化。它形成一条链,使路径分布更均匀,传输距离的总平方更少。此外,在构建过程中,已经考虑了能量因数,从而在节点之间实现了能量消耗的平衡。在每一轮传输中,根据每个节点的当前能量,选择一个领导者直接与基站(BS)通信。仿真结果表明,该协议大大延长了网络寿命。

著录项

  • 来源
  • 会议地点 Wuhan(CN);Wuhan(CN)
  • 作者

    Guo Wenjing; Zhang Wei; Lu Gang;

  • 作者单位

    Issue Date: 6-7 March 2010rnrntOn page(s): rnt64rnttrn- 67rnrnrnLocation: Wuhan, ChinarnrnPrint ISBN: 978-1-4244-6388-6rnrnrnrnttrnDigital Object Identifier: href='http://dx.doi.org/10.1109/ETCS.2010.285' target='_blank'>10.1109/ETCS.2010.285 rnrnDate of Current Version: trnrnt2010-05-06 14:33:51.0rnrnt rntt class="body-text">rntname="Abstract">>Abstractrn>This paper proposes a routing protocol for the applications of Wireless Sensor Network (WSN). It is a protocol based on the PEGASIS protocol but using an improved ant colony algorithm rather than the greedy algorithm to construct the chain. Compared with the original PEGASIS, this one, PEG-ant, can achieve a global optimization. It forms a chain that makes the path more even-;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 计算技术、计算机技术;
  • 关键词

    Ant colony algorithm; Chain; Energy; Network lifetime; PEGASIS; Wireless sensor network;

    机译:蚁群算法链能量网络寿命PEGA无线传感器网络;
  • 入库时间 2022-08-26 13:48:07

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