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Spatial Correlation in Wireless Sensor Networks for Monitoring Application

机译:无线传感器网络中用于监视应用的空间相关性

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It is a significant application of wireless sensor networks to monitor a mobile target. Multiple sensor nodes cooperate to get an accurate estimation of the signal of the mobile target. Spatial correlation, induced by the spatial distribution of target and sensor nodes, is an inherent phenomenon of wireless sensor networks. This correlation causes redundancy amongst nodes which create redundant information. In this paper, we analyze the spatial correlation phenomena when wireless sensor networks are used to track a mobile target. Compared with other works, we combine spatial and temporal factors to analyze the trace error.
机译:无线传感器网络在监视移动目标方面的重要应用。多个传感器节点协作以获得对移动目标信号的准确估计。由目标节点和传感器节点的空间分布引起的空间相关性是无线传感器网络的固有现象。这种相关性导致节点之间的冗余,从而创建了冗余信息。在本文中,我们分析了使用无线传感器网络跟踪移动目标时的空间相关现象。与其他作品相比,我们结合时空因素来分析跟踪误差。

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