基于非均匀聚类和熵理论的Wsns路由算法

Q4 Engineering 传感技术学报 Pub Date : 2015-12-01 DOI:10.3969/J.ISSN.1004-1699.2015.12.023
Jia Liu, Shurui Fan, Yanping Liu, Jianlong Liu, Mingsha Peng, H. Guo
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引用次数: 1

摘要

由于无线传感器网络的能量消耗不均衡,高效节能的路由算法一直是无线传感器网络,尤其是热点网络的研究热点。基于非均匀聚类和熵理论,提出了一种改进的路由算法。在簇头选举和竞争半径计算过程中,考虑了节点能量、密度和到BS的距离,有效地平衡了簇头节点的能量消耗,延长了簇头节点的生命周期。同时,采用单跳和多跳路由混合规则,降低集群间的能量消耗。引入融合权重系数,利用信息熵机制降低数据融合的不确定性,提高融合效率。仿真结果表明,与LEACH、EEUC和EBUCA算法相比,该算法能够平衡无线传感器网络的能量消耗,延长网络的生命周期。
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A Routing Algorithm for Wsns Based on Uneven Clustering and Entropy Theory
An energy efficient routing algorithm is the major concern in wireless sensor networks(WSNs),especial-ly the hot spot,because of unbalanced energy consumption. Based on uneven clustering and entropy theory,a kindof improved routing algorithm is proposed for solving that problem. In the process of cluster head election and com-petition radius calculation,node energy,density and distance to BS are considered to effectively balance energy con-sumption and prolong the life cycle of cluster head nodes. Meanwhile the hybrid rules of single-hop and multi-hoprouting is adopted to reduce the energy consumption among clusters. Introducing fusion weight coefficient,informa-tion entropy mechanism is used for reducing the uncertainty and improving the efficiency of data fusion. Simulationresults show that compared with LEACH,EEUC and EBUCA,the new algorithm can balance energy consumptionand prolong the life cycle of wireless sensor networks.
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来源期刊
传感技术学报
传感技术学报 Engineering-Electrical and Electronic Engineering
CiteScore
0.60
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0.00%
发文量
7645
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