A Biologically Inspired Sensor Wakeup Control Method for Wireless Sensor Networks

doi:10.1109/TSMCC.2010.2046411

	A Biologically Inspired Sensor Wakeup Control Method for Wireless Sensor Networks
	Liang, Yan 1; Cao, Jiannong 2; Zhang, Lei 2; Wang, Rui 3; Pan, Quan 1
	2010-09-01
发表期刊	IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS
ISSN	1094-6977
卷号	40 期号:5 页码:525-538
摘要	This paper presents an artificial ant colony approach to distributed sensor wakeup control (SWC) in wireless sensor networks (WSN) to accomplish the joint task of surveillance and target tracking. Each sensor node is modeled as an ant, and the problem of target detection is modeled as the food locating by ants. Once the food is found, the ant will release pheromone. The communication, invalidation, and fusion of target information are modeled as the processes of pheromone diffusion, loss, and accumulation. Since the accumulated pheromone can measure the existence of a target, it is used to determine the probability of ant-searching activity in the next round. To the best of our knowledge, this is the first biologically inspired SWC method in the WSN. Such a biologically inspired method has multiple desirable advantages. First, it is distributive and does not require a centralized control or cluster leaders. Therefore, it is free of the problems caused by leader failures and can save the communication cost for leader selection. Second, it is robust to false alarms because the pheromone is accumulated temporally and spatially and thus is more reliable for wakeup control. Third, the proposed method does not need the knowledge of node position. Two theorems are presented to analytically determine the key parameters in the method: the minimum and maximum pheromone. Simulations are carried out to evaluate the performance of the proposed method in comparison with representative methods.
关键词	Ant colony sleep/wakeup control surveillance target tracking wireless sensor networks (WSN)
DOI	10.1109/TSMCC.2010.2046411
收录类别	SCI
语种	英语
资助项目	Hong Kong Research Grants Council[PolyU 5102/07E] ; National Science Foundation Council of China[60634030] ; Scientific and Technological Innovation Foundation of the Northwestern Polytechnical University ; Program for New Century Excellent Talents of University ; National Basic Research Program of China[2006CB303000] ; Beijing Natural Science Foundation[4092045]
WOS研究方向	Computer Science
WOS类目	Computer Science, Artificial Intelligence ; Computer Science, Cybernetics ; Computer Science, Interdisciplinary Applications
WOS记录号	WOS:000283128300003
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计	被引频次：19[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/2XEOYT63/12010
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Liang, Yan
作者单位	1.NW Polytech Univ, Sch Automat, Xian 710072, Peoples R China 2.Hong Kong Polytech Univ, Dept Comp, Kowloon, Hong Kong, Peoples R China 3.Chinese Acad Sci, Inst Comp Technol, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Liang, Yan,Cao, Jiannong,Zhang, Lei,et al. A Biologically Inspired Sensor Wakeup Control Method for Wireless Sensor Networks[J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS,2010,40(5):525-538.
APA	Liang, Yan,Cao, Jiannong,Zhang, Lei,Wang, Rui,&Pan, Quan.(2010).A Biologically Inspired Sensor Wakeup Control Method for Wireless Sensor Networks.IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS,40(5),525-538.
MLA	Liang, Yan,et al."A Biologically Inspired Sensor Wakeup Control Method for Wireless Sensor Networks".IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS 40.5(2010):525-538.