无线传感器网络中的分布式节能异构聚类

M. Shaji, S. Ajith
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引用次数: 18

摘要

无线传感器网络(WSNs)由大量传感器节点组成,具有在时间敏感和时间约束的环境中感知和处理物理世界中的数据的能力。传感器节点存在功率约束,这限制了网络的生存时间,并且它们实际上不具有频繁充电的可行性。集群能够实现资源的高效分配,是延长网络生命周期的关键技术。本文主要研究了在无线传感器网络中采用能量感知的三级异构聚类协议的增强型分布式能效聚类(EDDEEC)算法的性能评价。eddec的实现使用MATLAB模拟器,因为它提供了与其他模拟器不同的良好可扩展性。通过对EDDEEC算法的分析,提出了一种新的能量感知算法——改进的基于距离的EDDEEC算法,对比分析表明,改进的EDDEEC算法比现有的EDDEEC协议性能提高42%。
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Distributed Energy Efficient Heterogeneous Clustering in Wireless Sensor Network
Wireless Sensor Networks (WSNs) are composed of a large number of sensor nodes with the ability to sense and process data in the physical world in a time sensitive and time restrained environment. The sensor nodes contain power constraint which limits the network lifetime and they are not practically viable to recharge frequently. Clustering enables efficient resource allocation and is a key technology to extend the network lifetime. The main idea of this paper is focused on the performance evaluation of Enhanced Developed Distributed Energy Efficient Clustering (EDDEEC) Algorithm which employs an energy aware three level heterogeneous clustering protocol in wireless sensor network. EDDEEC implementation was performed using the MATLAB simulator as it provides good scalability unlike other simulators. The analysis of EDDEEC algorithm gave birth to a new energy-aware algorithm called modified distance based EDDEEC and the comparative analysis shows that the modified EDDEEC outperforms 42% over the existing EDDEEC protocol.
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