An Information Similarity Based Clustering Algorithm in Wireless Sensor Network
文献类型：会议论文
| 作者 | Liang Y(梁英); Yu HB(于海斌) ; Zeng P(曾鹏); Liang W(梁炜)
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| 出版日期 | 2006 |
| 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 |
| 关键词 | Wireless sensor network clustering algorithm information similarity data aggregation genetic algorithm |
| 页码 | 291-296 |
| 中文摘要 | 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． |
| 产权排序 | 1 |
| 会议录 | 2006 International Conference on Informatics and Control Technologies (ICT)
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| 语种 | 英语 |
| 源URL | [http://ir.sia.cn/handle/173321/9728]  |
| 专题 | 沈阳自动化研究所_工业信息学研究室_工业控制系统研究室 |
| 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]. 见:2006 International Conference on Informatics and Control Technologies (ICT). Shenzhen, China. December 7-8 , 2006. |
入库方式： OAI收割
来源：沈阳自动化研究所
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