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题名: Clustered routing protocol based on improved K-means algorithm for underwater wireless sensor networks
作者: Zhang Y(张颖); Sun HL(孙宏梁); Yu JC(俞建成)
作者部门: 水下机器人研究室
会议名称: 2015 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER)
会议日期: June 8-12, 2015
会议地点: Shenyang, China
会议录: 2015 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER)
会议录出版者: IEEE
会议录出版地: Piscataway, NJ, USA
出版日期: 2015
页码: 1304-1309
收录类别: EI ; CPCI(ISTP)
ISSN号: 2379-7711
ISBN号: 978-1-4799-8730-6
关键词: UWSN ; Cluster ; K-means algorithm ; Nodes livabilit ; Energy consumption
摘要: Due to the problem of balance for energy consumption in underwater wireless sensor networks (UWSNs), a cluster-based routing protocol for UWSNs based on an improved K-means algorithm was proposed. This algorithm was used for clustering in underwater sensor networks to avoid unbalanced clustering which could happen in LEACH protocol. Considering the depth of nodes and their densities around, the initial centers of clusters can be selected by the maximum distance method. The master cluster heads and the aided cluster heads can be chosen with the consideration of the residual energy of nodes, the distance between nodes and the cluster center and the distance between nodes and the base station. It can share the energy consumption reasonably. The network simulation results show that the proposed algorithm can effectively balance the energy consumption, prolong the network lifetime, and increase the amount of data transmission compared with LEACH and LEACH-L protocols.
语种: 英语
产权排序: 2
WOS记录号: WOS:000380502300239
Citation statistics:
内容类型: 会议论文
URI标识: http://ir.sia.cn/handle/173321/18531
Appears in Collections:水下机器人研究室_会议论文

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Recommended Citation:
Zhang Y,Sun HL,Yu JC. Clustered routing protocol based on improved K-means algorithm for underwater wireless sensor networks[C]. 见:2015 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER). Shenyang, China. June 8-12, 2015.
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