基于zigbee传感器网络的加权质心定位

J. Blumenthal, Ralf Großmann, F. Golatowski, D. Timmermann, Friedrich-Barnewitz-Str
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引用次数: 541

摘要

定位在无线传感器网络中变得越来越重要,因为许多应用需要尽可能精确地定位输入测量的来源。加权质心定位(WCL)为无线传感器网络中的设备定位提供了一种快速简便的算法。该算法来源于质心确定,通过平均已知参考点的坐标来计算设备的位置。为了改善实际实现中的计算位置,WCL使用权重将估计位置吸引到距离较近的参考点。由于Zigbee提供链路质量指示(LQI)作为接收到的数据包的质量指标,因此它也可以用于估计从节点到参考点的距离。
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Weighted Centroid Localization in Zigbee-based Sensor Networks
Localization in wireless sensor networks gets more and more important, because many applications need to locate the source of incoming measurements as precise as possible. Weighted centroid localization (WCL) provides a fast and easy algorithm to locate devices in wireless sensor networks. The algorithm is derived from a centroid determination which calculates the position of devices by averaging the coordinates of known reference points. To improve the calculated position in real implementations, WCL uses weights to attract the estimated position to close reference points provided that coarse distances are available. Due to the fact that Zigbee provides the link quality indication (LQI) as a quality indicator of a received packet, it can also be used to estimate a distance from a node to reference points.
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