数据采集无线传感器网络的变帧时隙聚类方案

K. Yadav, V. Pal, Girdhari Singh, R. Yadav
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引用次数: 6

摘要

无线传感器网络是数据中心网络。节点聚类是一种节能的方法,可以提高网络的数据速率。E-LEACH是一种基于聚类的节能方法。E-LEACH不能保证集群中节点的均匀分布。集群大小的不均匀会影响网络的负载均衡,因为较小的集群节点的TDMA调度较小,导致每个节点的数据帧数较多。本文提出了一种基于E-LEACH的变帧时隙方案。集群的可变帧槽使网络更加负载均衡。在NS-2中进行仿真,分析变帧长E-LEACH的节点死亡率和节点死亡率收集的数据单元。随着基站距离现场的变化,对集群的变帧时隙方案进行了测量。仿真结果表明,与E-LEACH相比,可变帧长的E_LEACH在节点死亡率方面提高了7%,在节点死亡率下的数据收集方面提高了5%。结果表明,变帧长方案提高了E_LEACH方案在无线传感器网络中的性能,在距离现场75m的基站上效果最为显著。
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Variable frame slot clustering scheme for data gathering wireless sensor networks
Wireless sensor networks are data centric networks. Clustering of nodes is an energy efficient approach that improves the data rate of networks. E-LEACH is an energy efficient approach based on clustering. E-LEACH does not guarantee the even distribution of nodes in the clusters. Uneven size of clusters affects the load balancing of networks because TDMA schedule of nodes of smaller cluster is smaller than others that results more number of data frames per node. In this paper, a variable frame slot scheme is proposed with E-LEACH. Variable frame slots for clusters make network more load balanced. Simulation is carried out in NS-2 to analyze the node death rate and data units gathered with node death rate for E-LEACH with variable frame length. Variable frame slot scheme for clusters is also measured with the varying distance of base station from the field. Simulation results show that E_LEACH with variable frame length has an improvement of 7% in node death rate over E-LEACH and an improvement of 5% in data gathering with node death rate. Results suggest that variable frame length scheme improves the performance of E_LEACH scheme for Wireless Sensor Networks and have most significant result at base station located at 75m from the field.
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