Energy-Accuracy Trade-off in Wireless Sensor Network Localization

A. Baba, Fan Wu
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引用次数: 2

Abstract

In Wireless Sensor Networks WSN, research on localization is very common. Localization is a process of achieving the location information using nodes which already have location information. WSN's generally have limited nodes with given location information or a capability of getting their locations using Global Positioning System GPS. Therefore, it is important that wireless nodes have capability to localize. In this work the authors use Time of Flight TOF ranging technique to measure distances between nodes. These distance measurements are then used by trilateration/multi-lateration techniques which require distance measurements between three or more nodes to estimate location. Focus is to a find a trade-off between energy consumption and the location accuracy. For experiments we use SIDnet-SWANS simulator to two different WSN topologies. Experimental results show that accuracy achieved is relatively better without significantly draining the batteries. The results show the trade-off between accuracy and energy, which can be efficiently used by different applications.
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无线传感器网络定位中的能量-精度权衡
在无线传感器网络中,定位问题的研究非常普遍。定位是利用已有位置信息的节点实现位置信息的过程。WSN通常具有有限的节点,这些节点具有给定的位置信息或使用全球定位系统GPS获得其位置的能力。因此,无线节点具有本地化能力是非常重要的。在这项工作中,作者使用飞行时间TOF测距技术来测量节点之间的距离。这些距离测量然后被三边测量/多边测量技术使用,这些技术需要测量三个或更多节点之间的距离来估计位置。焦点是在能量消耗和定位精度之间找到一种权衡。为了进行实验,我们使用SIDnet-SWANS模拟器对两种不同的WSN拓扑进行了仿真。实验结果表明,在不显著消耗电池的情况下,获得了相对较好的精度。结果显示了精度和能量之间的权衡,可以有效地用于不同的应用。
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