标题:Distributed Event-Region Detection Based on Indicator Kriging in Wireless Sensor Networks
作者:Zhang, Xue; Zhang, Rui-Hua
通讯作者:Zhang, X
作者机构:[Zhang, Xue; Zhang, Rui-Hua] Shandong Univ, Sch Comp Sci & Technol, Jinan 250100, Peoples R China.
会议名称:7th International Conference on Wireless Communications, Networking and Mobile Computing (WiCOM)
会议日期:SEP 23-25, 2011
来源:2011 7TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING (WICOM)
出版年:2011
关键词:Distributed event-region detection; wireless sensor networks; Indicator; Kriging
摘要:This paper presents a distributed event-region detection scheme for wireless sensor networks. Under the assumption that the event-region detection process follows a stationary distribution, the proposed scheme employs a kind of spatial interpolation, that is Indicator Kriging (IK), to reduce the impact of fault nodes. The approach was composed of two major tasks: (1) an indicator transformation from the raw data to the binary data; (2) the solution of conditional probability that considers the spatiotemporal correlation between the local node and its neighboring nodes. Through these, we can obtain the probability of event to determine whether the event happens. By numerical simulations, we have shown that the proposed IK scheme can result in a good detection performance.
收录类别:CPCI-S
资源类型:会议论文
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