基于协同努力的无线传感器网络聚类算法在智能家居中的应用

S. A. Imam, A. Choudhary, Aijaz M. Zaidi, M. Singh, V. Sachan
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引用次数: 7

摘要

目前的研究工作提出了一种低能量、高吞吐量、基于分层聚类的智能家居传感器网络路由协议设计。该协议基于节点剩余能量、节点到汇聚节点的距离和节点到邻居节点的平均距离等多节点特征进行动态簇头选择。簇头分布均匀,从而提高了网络生命周期。传感器节点使用本地板载处理器处理感测数据,并省略传输中的冗余数据。通过这种方式,传感器节点之间的协同努力节省了大量的节点传输能量。延长了网络的生命周期,减少了网络中的数据流量,降低了传输过程中的数据丢失率,从而提高了吞吐量。采用室内居住环境下的无线信道模型和路径损耗模型进行协议仿真。利用MATLAB工具进行仿真,得到了网络寿命、稳定周期、吞吐量等方面的结果。通过与现有协议的比较,验证了该协议的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Cooperative effort based wireless sensor network clustering algorithm for smart home application
Present research work propose the design of a low energy and high throughput, hierarchical clustering based routing protocol for smart home sensor network application. Proposed protocol perform dynamic cluster head selection based on multiple node characteristics like node residual energy, node distance from sink and node average distance from neighbour nodes. Cluster head distribution is even and results in enhanced network lifetime. Sensor nodes process the sense data using local on-board processors and omit the redundant data from transmission. In this manner, cooperative effort by sensor nodes save significant amount of node transmission energy. Elongated lifetime and reduced data traffic in network reduce data loss rates during transmission and result in high throughput. Wireless channel model and path loss model for indoor residential environment are used for protocol simulation. Simulation is carried using MATLAB tool and results are obtained in terms of network lifetime, stability period, throughput etc. Results, as compared with existing protocols, proves the efficiency of proposed protocol.
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