SIA OpenIR  > 工业信息学研究室  > 工业控制系统研究室
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)
Department工业控制系统研究室
Conference Name2006 International Conference on Informatics and Control Technologies (ICT)
Conference DateDecember 7-8 , 2006
Conference PlaceShenzhen, China
Source Publication2006 International Conference on Informatics and Control Technologies (ICT)
2006
Pages291-296
Contribution Rank1
KeywordWireless Sensor Network Clustering Algorithm Information Similarity Data Aggregation Genetic Algorithm
AbstractEnergy-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.
Language英语
Document Type会议论文
Identifierhttp://ir.sia.cn/handle/173321/9728
Collection工业信息学研究室_工业控制系统研究室
Corresponding AuthorLiang Y(梁英)
Affiliation1.Shenyang Institute of Automation, Chinese Academy of Sciences
2.Graduate School of the Chinese Academy of Sciences
Recommended Citation
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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