A New Clustering Algorithm Based on the Optimum One-Hop Distance in Wireless Sensor Networks

Min Xiang, Weiren Shi, Xiaohui Zhang, Zhiyong Luo, Xia Yang
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引用次数: 7

Abstract

It is very important to maximize the lifetime of wireless sensor networks (WSN) operated on limited power. In order to improve the energy efficiency and prolong the network lifetime, a new clustering algorithm based on the optimum one-hop distance is presented. The relationship among the energy consumption, the device electronic energy and the one-hop transmission distance is analyzed, and then the inverse ratio of the energy consumption increment to the cube of the optimal one-hop distance is gained. So, the clustering algorithm based on the optimal one-hop distance is given to reduce energy consumption. All sensor nodes are divided into different static clusters based on the optimum one-hop distance, and the distance between the fore-and-aft adjacent cluster heads equals or approximates to the optimum one-hop distance, which reduces the energy consumption for inter-cluster communication. At the same time, cluster head acts continuously as local control center and will not be replaced by the candidate cluster head until it almost exhausts its energy supply, which can lessen energy consumption for establishing the new cluster head. Finally, the simulation results demonstrate that the algorithm achieves good effect to prolonging the system lifetime.
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基于最优一跳距离的无线传感器网络聚类算法
如何在有限功率下使无线传感器网络的寿命最大化是一个非常重要的问题。为了提高网络的能量利用率和延长网络的生存期,提出了一种新的基于最优一跳距离的聚类算法。分析了能耗、设备电子能量与单跳传输距离之间的关系,得到了能耗增量与最优一跳传输距离立方的反比。为此,提出了基于最优一跳距离的聚类算法,以降低能耗。基于最优一跳距离将所有传感器节点划分为不同的静态簇,且前后相邻簇头之间的距离等于或近似于最优一跳距离,减少了簇间通信的能量消耗。同时,簇头继续作为局部控制中心,在能量几乎耗尽之前不会被候选簇头取代,这样可以减少建立新簇头的能量消耗。仿真结果表明,该算法在延长系统寿命方面取得了良好的效果。
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