Energy Consumption and Packet Loss Analysis of LEACH Routing Protocol on WSN Over DTN

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

Abstract

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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基于DTN的WSN中LEACH路由协议的能耗和丢包分析
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。
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