无线传感器网络聚类研究综述:优化技术与未来研究挑战

Abha Sharma, Prasenjit Das, R. B. Patel
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引用次数: 2

摘要

近年来,无线传感器网络(WSNs)已成为学术界和技术界关注的热点。其目的是解决关键问题,如更好的数据通信、维护网络负载、可靠性、可伸缩性和增强安全性问题。聚类在无线传感器网络中具有重要的意义,因为它在能量利用中起着至关重要的作用,而能量利用是任何一种网络的关键问题之一。集群是由一组节点组成的,形成的集群负责改进路由结构,减少网络延迟,创建一个效率更高的网络。集群中的节点根据适应度函数聚集在一起。本文将重点讨论过去几年提出的用于增强wsn聚类过程的优化技术,如促进聚类的目标、特征、聚类形成的分类和分类。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Comprehensive Review on Clustering in WSN: Optimization Techniques and Future Research Challenges
Wireless Sensor Networks (WSNs) has become an attraction for various academic researchers and technical communities in these modern times. The aim is to work upon key issues like better data communication, maintain network load, reliability, scalability, and augment security issues. Clustering has its own significance in WSN as it plays a vital role in energy utilization, which is one of the key concerns in any kind of network. A cluster is formed by set of nodes, the formed cluster is responsible for improving the routing structure that reduces network delay and create a network with better efficiency. Nodes in a cluster come together on the basis of fitness function. The proposed review focuses on clustering aspects like objectives that are facilitated, characteristics, taxonomy for cluster formation and classification of the optimization techniques used to enhance the clustering process in WSNs which have been proposed in previous years.
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