基于改进VIKOR的无线传感器网络分布式聚类方案

Tauseef Shah, M. Mustafa, Syed Hassan Ahmed, S. Bouk, Dongkyun Kim
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引用次数: 3

摘要

无线传感器网络的稳定性和寿命主要取决于网络中各节点的能量。因此,无线传感器网络必须是能量输出的。在无线传感器网络中有不同的能量保存方法,聚类是其中一种方法。聚类技术将整个网络划分为小块,每个块都有一个管理节点,称为簇头(CH),该块内的其他节点作为成员。本文提出了一种基于改进VIKOR模型的分布式聚类(MVC)协议。该技术采用剩余能量、节点度、到基站的距离以及节点与相邻节点之间的平均距离等多个标准来选择簇头。每个节点在其传输范围内共享这些参数,并决定在该区域内适合哪种CH。采用改进的VIKOR方法,通过考虑冲突标准对潜在节点进行CHs排序。在集群间通信和集群内通信中都采用了现实的多希望通信模型,而不是像以前的方案那样采用单跳通信。仿真结果表明,该方法在能量效率、网络寿命、较少的CH变形和控制开销方面都比以前的方法有更好的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modified VIKOR Based Distributed Clustering Scheme for Wireless Sensor Networks
Stability and lifetime of Wireless Sensor Networks (WSNs) mainly depend on energy of each node in the network. Hence, it is necessary for a WSN to be energy efferent. There are different methods to preserve energy in WSNs and clustering is one of those methods. Clustering techniques divide whole network into small blocks, each having a managing node, called cluster head (CH) and rest of the nodes within that block act as members. In this paper, we propose a distributed clustering scheme, called Modified VIKOR model based Clustering (MVC) protocol. This technique uses multiple criteria i.e. residual energy, node degree, distance to the base station and average distance between a node and its neighbors, to select a cluster head. Each node shares those parameters within its transmission range and decides which CH is suitable within that region. Modified VIKOR method is used to outrank the potential nodes as CHs by considering the conflicting criteria. The realistic multi-hoping communication model is used in both, inter-cluster and intra-cluster communication, instead of single hop as in previous schemes. Simulation results show that our purposed technique performs much better than those previous methods in terms of energy efficiency, network life time, less CH deformation and control overhead.
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