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Performance Analysis of LEACH-GA over LEACH and LEACH-C in WSN

机译:WSN中LEACH-GA在LEACH和LEACH-C上的性能分析

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A wireless sensor network (WSN) is a collection of sensor nodes that has an ability to support Sensing, Signal processing, Embedded Computing, Communications and Connectivity for data processing and transmit the information to far located sink nodes through intermediate nodes with the help of energy source namely batteries. However, the lifetime of the network can be analyzed with the available node energy while transmitting a data from source to destination. But the batteries used in WSN neither to be recharged nor be replaced. So it is necessary to improve the lifetime of the network for better performance. For the past few decades, researchers developed many new Hierarchical routing protocols to improve the network lifetime by minimizing the node energy consumption, which includes Genetic Algorithm based Low Energy Adaptive Clustering Hierarchical Routing Protocol (LEACH-GA). In this paper, we analyzed a network lifetime of LEACH, LEACH-C and LEACH GA by varying its Initial Energy and Cluster Probability.
机译:无线传感器网络(WSN)是传感器节点的集合,能够支持传感,信号处理,嵌入式计算,通信和连接性以进行数据处理,并借助能源将信息通过中间节点传输到较远的接收器节点来源即电池。但是,可以在将数据从源传输到目标的同时,使用可用的节点能量来分析网络的寿命。但是,WSN中使用的电池既不能充电也不能更换。因此,有必要延长网络的生存时间以获得更好的性能。在过去的几十年中,研究人员开发了许多新的分层路由协议,以通过最大程度地减少节点能耗来延长网络寿命,其中包括基于遗传算法的低能耗自适应集群分层路由协议(LEACH-GA)。在本文中,我们通过更改LEACH,LEACH-C和LEACH GA的初始能量和聚类概率来分析其网络寿命。

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