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An Information Similarity Based Clustering Algorithm in Wireless Sensor Network
Liang Y(梁英); Yu HB(于海斌); Zeng P(曾鹏); Liang W(梁炜)
作者部门工业控制系统研究室
会议名称2006 International Conference on Informatics and Control Technologies (ICT)
会议日期December 7-8 , 2006
会议地点Shenzhen, China
会议录名称2006 International Conference on Informatics and Control Technologies (ICT)
2006
页码291-296
产权排序1
关键词Wireless Sensor Network Clustering Algorithm Information Similarity Data Aggregation Genetic Algorithm
摘要Energy-efficient data gathering is a common but critical operation in many applications of wireless sensor networks.Clustering is a kind of key technique used to reduce energy consumption.which can decrease the communication load and prolong the network lifetime by means of similar data aggregation in the cluster-heads.In this paper.we propose a novel clustering algorithm ISBC(information similarity based clustering algorithm) which better suit the periodical data gathering applications.Our approach first use genetic algorithm to partition the adjacent nodes which will sense similar data into one cluster,then elects cluster-heads with more residual energy and fewer intra-cluster communication cost.Since improving the rate of data aggregation in clusters,our approach can effectively reduce redundant data transmission and the whole energy consumed in the network.The preliminary simulation results show that ISBC provides longer lifetime and higher throughput than the current important clustering protocols.
语种英语
文献类型会议论文
条目标识符http://ir.sia.cn/handle/173321/9728
专题工业信息学研究室_工业控制系统研究室
通讯作者Liang Y(梁英)
作者单位1.Shenyang Institute of Automation, Chinese Academy of Sciences
2.Graduate School of the Chinese Academy of Sciences
推荐引用方式
GB/T 7714
Liang Y,Yu HB,Zeng P,et al. An Information Similarity Based Clustering Algorithm in Wireless Sensor Network[C],2006:291-296.
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