改进LEACH协议阈值的无线传感器网络寿命增强

Mohammad Hanif, Md. Saiful Islam
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引用次数: 0

摘要

由于微传感器的功耗存储能力低,延长其寿命是无线传感器网络(WSN)中的一个难题。为了通过减少能量耗散来最大化微传感器的使用寿命,采用了低能量自适应聚类层次(LEACH)协议。本研究对LEACH协议的阈值选择进行了改进,以确定最佳簇头,从而延长WSN的生存期。作者研究了两种改进的LEACH协议(mLEACH1和mLEACH2),以最大限度地减少能耗,并提高传感器节点的寿命。此外,通过将这两种改进的LEACH协议与传统LEACH协议在网络中死亡节点数量和剩余能量方面进行比较,评估了这两种改进的LEACH协议的性能。根据FND(第一节点死亡)和HNA(半节点存活)性能分析,mLEACH1与传统LEACH相比,可将传感器网络的寿命提高4.24% ~ 8.67%。此外,与标准LEACH相比,mLEACH2通过降低传感器节点死亡率和较长时间保持较低的WSN能量耗散率,可使FND和海航网络的寿命分别延长253.73%和331.5%。
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Life Time Enhancement of Wireless Sensor Network by Modified Threshold of LEACH Protocol
Due to the low power storing capability, extending the life span of microsensors in wireless sensor networks (WSN) is a difficult task. To maximize the lifespan of microsensors by reducing the dissipation of energy, Low Energy Adaptive Clustering Hierarchy (LEACH) protocol is utilized. In this study, the LEACH protocol's threshold selection is modified in order to identify the best cluster head to extend the lifetime of WSN. The authors looked at two modified LEACH protocols (mLEACH1 and mLEACH2) to minimize energy consumption, as well as to improve the sensor nodes' lifespan. Furthermore, the performance of these two modified LEACH protocols is evaluated by comparing them to the conventional LEACH protocol with respect to number of dead nodes and amount of energy left in the network. According to the analysis of FND (first node dead) and HNA (half node alive) performances, the mLEACH1 can improve the sensor network's lifetime by 4.24% to 8.67% compared to traditional LEACH. Moreover, by lowering sensor nodes' death rate and maintaining the WSN's energy dissipation rate lower for a longer period of time, mLEACH2 can extend the network's lifespan by 253.73% and 331.5% for FND and HNA, respectively, when compared to standard LEACH.
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