基于寻向规范的室内定位和近距离检测实验评估

Michele Girolami;Fabio Mavilia;Francesco Furfari;Paolo Barsocchi
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引用次数: 0

摘要

为了提供可靠的室内定位系统,人们对无线电频率技术进行了大量探索。然而,在现阶段,所提出的技术中还没有一项是事实上的标准。虽然对基于 RSS(接收信号强度)的技术进行了广泛研究,但这些技术存在许多副作用,主要是由于室内环境中无线电传播的复杂性造成的。一种可能的解决方案是设计利用多种技术的系统,以弥补特定信息源的不足。在这方面,蓝牙是一种有趣的技术,它结合了多种室内定位技术。特别是,BT5.1 测向规范包括估算发射装置与天线阵列之间角度的可能性。到达角(AoA)为定位目的提供了有趣的功能,因为它允许估计信号传播的方向。在这项工作中,我们详细介绍了基于符合 BT5.1 标准的套件的实验设置,以定量测量三种情况下的性能:静态定位、移动性和近距离检测。这些场景提供了一个可靠的基准,使我们能够识别和讨论 AoA 值的特征,并与传统的基于 RSS 的方法进行比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Experimental Evaluation Based on Direction Finding Specification for Indoor Localization and Proximity Detection
Radio-frequency technologies have been largely explored to deliver reliable indoor localization systems. However, at the current stage, none of the proposed technologies represent a de-facto standard. Although RSS-based (received signal strength) techniques have been extensively studied, they suffer of a number of side-effects mainly caused by the complexity of radio propagation in indoor environments. A possible solution is designing systems exploiting multiple techniques, so that to compensate weaknesses of a specific source of information. Under this respect, Bluetooth represents an interesting technology, combining multiple techniques for indoor localization. In particular, the BT5.1 direction finding specification includes the possibility of estimating the angle between an emitting device and an antenna array. The Angle of Arrival (AoA) provides interesting features for the localization purpose, as it allows estimating the direction from which a signal is propagated. In this work, we detail our experimental setting based on a BT5.1-compliant kit to quantitatively measure the performance in three scenarios: static positioning, mobility, and proximity detection. Scenarios provide a robust benchmark allowing us to identify and discuss features of AoA values also in comparison with respect to traditional RSS-based approaches.
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