Clustered routing protocol based on improved K-means algorithm for underwater wireless sensor networks

CORC > 沈阳自动化研究所 > 中国科学院沈阳自动化研究所 > 水下机器人研究室

	Clustered routing protocol based on improved K-means algorithm for underwater wireless sensor networks
	Zhang Y(张颖); Sun HL(孙宏梁); Yu JC(俞建成)
	2015
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
关键词	UWSN Cluster K-means algorithm Nodes livabilit Energy consumption
页码	1304-1309
中文摘要	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.
收录类别	EI ; CPCI（ISTP）
产权排序	2
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
语种	英语
ISSN号	2379-7711
ISBN号	978-1-4799-8730-6
WOS记录号	WOS:000380502300239
内容类型	会议论文
源URL	[http://ir.sia.cn/handle/173321/18531]
专题	沈阳自动化研究所_水下机器人研究室
推荐引用方式 GB/T 7714	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.