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Please use this identifier to cite or link to this item: http://hdl.handle.net/1783.1/6151
Title: Energy efficient detections of critical events in wireless sensor networks
Authors: Liu, Yunhuai
Zhu, Yanmin
Ni, Lionel M.
Keywords: Distributed algorithms
Wireless sensor networks
Energy efficient critical event detections
Issue Date: 2008
Citation: Proceedings 12th IEEE International Workshop on Future Trends of Distributed Computing Systems (FTDCS 2008), Kunming, China, 21-23 October 2008, p. 4-10
Abstract: In many mission critical applications, one of the central tasks is to obtain aggregate values, such as AVERAGE and SUM, based on which critical conditions can be detected. Immediate measures can subsequently be taken to remove associated risks timely. However, there is no successful work for detecting such critical events energy efficiently. In this paper we propose a novel approach. A fully distributed algorithm is designed, in which each sensor makes the decision purely locally. The elegance of the algorithm is that a global network behavior can be presented based on individual node actions, without a central authority to coordinate. This effectively reduces unnecessary sensor reports for network-wide coordination. Our proposed algorithm, called MEES, has the property of a zero event-missing rate, i.e., critical events are always detected. There is a tradeoff between the energy cost and the false positive. Simulation experimental results show that MEES is more appropriate for large-scale WSNs with highly dynamic sensing environments. The energy cost can be saved up to 70%.
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URI: http://hdl.handle.net/1783.1/6151
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