Data mining via minimal spanning tree clustering for prolonging lifetime of wireless sensor networks

	Data mining via minimal spanning tree clustering for prolonging lifetime of wireless sensor networks
	Huang, Guangyan ; Li, Xiaowei ; He, Jing ; Li, Xin
	2007-06-01
发表期刊	INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING
ISSN	0219-6220
卷号	6 期号:2 页码:235-251
摘要	Clustering is applied in wireless sensor networks for increasing energy efficiency. Clustering methods in wireless sensor networks are different from those in traditional data mining systems. This paper proposes a novel clustering algorithm based on Minimal Spanning Tree (MST) and Maximum Energy resource on sensors named MSTME. Also, specified constrains of clustering in wireless sensor networks and several evaluation metrics are given. MSTME performs better than already known clustering methods of Low Energy Adaptive Clustering Hierarchy (LEACH) and Base Station Controlled Dynamic Clustering Protocol (BCDCP) in wireless sensor networks when they are evaluated by these evaluation metrics. Simulation results show MSTME increases energy efficiency and network lifetime compared with LEACH and BCDCP in two-hop and multi-hop networks, respectively.
关键词	clustering data mining wireless sensor networks energy efficiency minimal spanning tree
收录类别	SCI
语种	英语
WOS研究方向	Computer Science ; Operations Research & Management Science
WOS类目	Computer Science, Artificial Intelligence ; Computer Science, Information Systems ; Computer Science, Interdisciplinary Applications ; Operations Research & Management Science
WOS记录号	WOS:000250926500003
出版者	WORLD SCIENTIFIC PUBL CO PTE LTD
引用统计	被引频次：6[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/10883
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	He, Jing
作者单位	1.Chinese Acad Sci, Res Ctr Data Technol & Knowledge Econ, Beijing 100080, Peoples R China 2.Univ London, Royal Holloway, Sch Management, Egham TW20 0EX, Surrey, England 3.Chinese Acad Sci, Adv Test Technol Lab, Inst Comp Technol, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Huang, Guangyan,Li, Xiaowei,He, Jing,et al. Data mining via minimal spanning tree clustering for prolonging lifetime of wireless sensor networks[J]. INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING,2007,6(2):235-251.
APA	Huang, Guangyan,Li, Xiaowei,He, Jing,&Li, Xin.(2007).Data mining via minimal spanning tree clustering for prolonging lifetime of wireless sensor networks.INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING,6(2),235-251.
MLA	Huang, Guangyan,et al."Data mining via minimal spanning tree clustering for prolonging lifetime of wireless sensor networks".INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING 6.2(2007):235-251.