利用路径损耗指数估计提高基于rssi的低能定位精度

A. Golestani, Neda Petreska, Dennis Wilfert, C. Zimmer
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引用次数: 22

摘要

本文提出了一种用于IEEE 802.15.4传感器网络的基于rssi的能量约束定位系统的精度提高方法。目标应用是在动态的室内环境中定位人。我们引入了一种方法,将锚节点分成若干组,并为每组分配一个路径损失指数。在我们的建筑中进行的传输测试结果表明,尽管能源限制较低,但位置误差小于3米。此外,我们提供了一个独立于硬件平台的系统,适用于标准和专有解决方案。
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Improving the precision of RSSI-based low-energy localization using path loss exponent estimation
In this paper we present a method for improving the precision of an RSSI-based energy-constrained localization system employed in an IEEE 802.15.4 sensor network. The goal application is localization of people in dynamic indoor environments. We introduce an approach which divides the anchor nodes into groups and assigns a path loss exponent to each group. The results from the conveyed tests in our building show a location error smaller than 3m, despite the low energy constraints. Moreover, we provide a hardware platform independent system suitable for both standard and proprietary solutions.
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