基于DTN的WSN中LEACH路由协议的能耗和丢包分析

Maurizka Ainur Rahmadhani, L. V. Yovita, Ratna Mayasari
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引用次数: 14

摘要

低能量自适应聚类层次(LEACH)是无线传感器网络(WSN)中的一种聚类路由协议。LEACH算法分为初始阶段和稳态阶段。在繁忙的网络中,LEACH路由丢包率较高。为了解决这一问题,我们需要容忍延迟网络(DTN)。DTN是一种先进的架构,可以在繁忙的网络等极端条件下进行通信。在本研究中,LEACH-WSN通过在LEACH-WSNoverDTN中加入DTN来优化网络。LEACH-WSN的修改通过提供一个bundle层来临时保存数据。通过仿真测试了LEACH-WSNoverDTN在节点数和缓冲区容量变化情况下的性能。在改变节点数的情况下,LEACH-WSNoverDTN可以将丢包值降低到LEACH-WSN丢包值的50%来提高性能。在改变缓冲容量时,LEACH-WSNoverDTN在PDR值上的性能也比LEACH-WSN提高了1.8%。在两种场景的能耗测试中,LEACH-WSN和LEACH-WSNoverDTN没有显著差异,但当我们检查节点的寿命取决于能耗时,LEACH-WSNoverDTN存在早死节点。当节点数量增加或网络繁忙时,LEACH-WSNoverDTN的效果显著。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Energy Consumption and Packet Loss Analysis of LEACH Routing Protocol on WSN Over DTN
Low Energy Adaptive Clustering Hierarchy (LEACH) is one of clustering routing protocols on Wireless Senosor Network (WSN). LEACH algorithm is divided to setup phase and steady state phase. In a busy network, LEACH Routing has a high packet loss. To solve the problem we need Delay Tolerant Network (DTN). DTN is an advanced architecture that allows communication in extreme conditions like a busy network. In this research, LEACH-WSN changes to optimize the network by adding DTN to LEACH-WSNoverDTN. The LEACH-WSN modification by providing a bundle layer to keep the data temporarily. Simulation is performed to test the performance of LEACH-WSNoverDTN based on changes in the number of node and buffer capacity. In changing the number of node, LEACH-WSNoverDTN can improve performance by decreasing packet loss value by 50% of LEACH-WSN packet loss. In changing of the buffer capacity, LEACH-WSNoverDTN also improves performance on PDR values that increase by 1.8% of LEACH-WSN. In the test of energy consumption in two scenarios, LEACH-WSN and LEACH-WSNoverDTN have no significant differences but when we check the lifetime of node which depends on energy consumption, LEACH-WSNoverDTN has early death node. The effect of LEACH-WSNoverDTN is significant when the number of nodes increases or busy network.
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