Fuzzy-Topsis-Based Cluster Head Selection in Mobile Wireless Sensor Networks

B. Khan, R. Bilal
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引用次数: 2

Abstract

One of the critical and vital parameter of Wireless Sensor Networks (WSNs) is its lifetime. There are various methods to increase WSN lifetime, clustering technique is one of them. In clustering, selection of desired percentage of Cluster Head (CHs) is performed among the sensor nodes (SNs). Selected CHs are responsible to collect data from its member nodes, aggregates the data and finally send to the sink. In this chapter, Fuzzy-TOPSIS techniques based on multi criteria decision making to choose CH efficiently and effectively to maximize the WSN lifetime are presented. These five criteria includes; residual energy, node energy consumption rate, number of neighbor nodes, average distance between neighboring nodes and distance from sink. Threshold based intra-cluster and inter-cluster multi-hop communication mechanism is used to decrease energy consumption. Moreover impact of node density and different type mobility strategies are presented in order to investigate impact over WSN lifetime.
基于模糊topsis的移动无线传感器网络簇头选择
无线传感器网络(WSNs)的关键参数之一是其生存期。提高无线传感器网络寿命的方法有很多种,聚类技术是其中之一。在聚类中,在传感器节点(SNs)中选择所需的簇头百分比(CHs)。选定的CHs负责从其成员节点收集数据,汇总数据并最终发送到接收器。在本章中,提出了基于多准则决策的模糊topsis技术,以高效有效地选择CH以最大化WSN的生存期。这五个标准包括:剩余能量、节点能量消耗率、邻居节点数、邻居节点间的平均距离和到sink的距离。采用基于阈值的集群内和集群间多跳通信机制,降低能耗。此外,还研究了节点密度和不同类型迁移策略对无线传感器网络寿命的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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