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A Maximum-Votes and Load-balance Clustering Algorithm for Wireless Sensor Networks

机译:无线传感器网络的最大投票和负载均衡聚类算法

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A large number of small sensors in wireless sensor network are battery-powered; one of the most important design criteria for this type of network is energy efficiency. Clustering provides an effective way for extending the lifetime of a sensor network. In this paper, we propose a maximum-Votes and Load-balance Clustering Algorithm (VLCA) for wireless sensor network. Each sensor collects votes from their neighbors and calculates the total vote received. The more votes a sensor accumulates, the more important it is in the whole network. During the clustering phase, sensors compete with each other based on the total votes each has received. The algorithm is completely distributed, locating-unaware and independent of network size and topology. Simulation results show that our VLCA can reduce the number of clusters by 20-50% and prolong the lifetime of a sensor network.
机译:无线传感器网络中的许多小型传感器都由电池供电。此类网络最重要的设计标准之一是能效。群集提供了一种有效的方法来延长传感器网络的寿命。在本文中,我们提出了一种用于无线传感器网络的最大投票和负载平衡聚类算法(VLCA)。每个传感器都从邻居那里收集选票,并计算接收到的总票数。传感器累积的票数越多,在整个网络中就越重要。在聚类阶段,传感器根据每个传感器收到的总票数相互竞争。该算法是完全分布式的,无需定位,并且独立于网络大小和拓扑。仿真结果表明,我们的VLCA可以将群集数量减少20-50%,并延长传感器网络的寿命。

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