Improved Wireless Sensor Network Lifetime by Fuzzy Logic Based Dynamic Clustering with Global Energy Balance

Rohit Kumar, Sandeep Kad
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Abstract

Wireless Sensor Networks (WSNs) are systems which contain sensing units which might be distributed in the ad-hoc manner. These sensing units operate together to be able to sense a some physical phenomena and then gathered data is processed to receive appropriate output. This paper improves the performance of the global energy balance protocol using improved fuzzy based cluster head selection. The entire objective of the work would be to improve the network life-time by utilizing the integrated global energy balance protocol that will raises the network life-time by using fuzzy rule based techniques and also optimal sized of cluster creation mechanisms. The assessment between exiting and proposed protocol done based upon well known performance parameters there are stability period, half node dead time, network life time and throughput. It is observed that proposed protocol outperforms global energy balance for WSNs.
基于模糊逻辑的全局能量平衡动态聚类提高无线传感器网络寿命
无线传感器网络(WSNs)是包含传感单元的系统,这些传感单元可能以自组织方式分布。这些传感单元一起工作,能够感知一些物理现象,然后处理收集到的数据以接收适当的输出。本文采用改进的模糊簇头选择方法提高了全局能量平衡协议的性能。这项工作的整个目标是通过利用集成的全球能量平衡协议来改善网络生命周期,该协议将通过使用基于模糊规则的技术和集群创建机制的最佳大小来提高网络生命周期。基于已知的性能参数,如稳定性、半节点死时间、网络寿命和吞吐量,对现有协议和提议协议进行评估。结果表明,该协议优于无线传感器网络的全局能量平衡。
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