Improvement of LEACH Algorithm Based on Inter-Cluster Ring Routing Strategy

Quanquan Xiao, Xingming Hou
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引用次数: 3

Abstract

Wireless Sensor Network (Wireless Sensor Network, WSN) is a self-organizing network formed by a large number of wireless sensor nodes through radio communication [1]. The sensor nodes in the network cooperate with each other to monitor and collect the object information in the observation area, and the information is transmitted to the users who need this information after data fusion processing. It is often deployed in harsh environments, such as oceans, deep forests, and deserts. At the same time, the sensor nodes in the network are powered by batteries [2]. These external factors make it impossible to replace batteries manually. Therefore, energy is an important resource for wireless sensor networks [3]. In this paper, aiming at the problems of LEACH inter-cluster communication, from the perspective of energy saving, an improved strategy using inter-cluster ring routing is proposed. This strategy first abstracts all sensor nodes into a ring system model during the network topology formation stage. In the data transmission stage, a ring transmission strategy is adopted, and nodes on the ring are used to randomly and evenly undertake data transmission tasks, so the imbalance of energy consumption of sensor nodes can be effectively reduced. Simulation experiments show that this strategy can extend the network life cycle to a certain extent.
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基于集群间环路由策略的LEACH算法改进
无线传感器网络(Wireless Sensor Network, WSN)是由大量无线传感器节点通过无线电通信形成的自组织网络[1]。网络中的传感器节点相互协作,对观测区域内的目标信息进行监测和采集,经过数据融合处理后,将这些信息传送给需要这些信息的用户。它经常被部署在恶劣的环境中,如海洋、森林深处和沙漠。同时,网络中的传感器节点由电池供电[2]。这些外部因素使得手动更换电池变得不可能。因此,能量是无线传感器网络的重要资源[3]。本文针对LEACH集群间通信存在的问题,从节能的角度出发,提出了一种采用集群间环路由的改进策略。该策略首先在网络拓扑形成阶段将所有传感器节点抽象成一个环形系统模型。在数据传输阶段,采用环形传输策略,利用环形上的节点随机、均匀地承担数据传输任务,可以有效降低传感器节点能耗的不平衡性。仿真实验表明,该策略可以在一定程度上延长网络生命周期。
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