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A Biologically Inspired Sensor Wakeup Control Method for Wireless Sensor Networks

文献类型：期刊论文

作者Liang, Yan1; Cao, Jiannong2; Zhang, Lei2; Wang, Rui3; Pan, Quan1
刊名IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS
出版日期2010-09-01
卷号40期号:5页码:525-538
关键词Ant colony sleep/wakeup control surveillance target tracking wireless sensor networks (WSN)
ISSN号1094-6977
DOI10.1109/TSMCC.2010.2046411
英文摘要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.
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
语种英语
WOS记录号WOS:000283128300003
出版者IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
源URL[http://119.78.100.204/handle/2XEOYT63/12009]  
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.

入库方式： OAI收割

来源：计算技术研究所

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