节能滤波在超宽带室内定位中的应用

Ioannis Sofianidis, Vasileios Serasidis, V. Konstantakos, K. Siozios
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引用次数: 2

摘要

目前,室内定位系统(IPS)是一个非常有趣的研究课题。已经评估了几种定位方法,包括无线通信和惯性导航系统。特别是近年来发展起来的超宽带系统,其稳定性和精度都得到了提高,为IPS提供了很好的解决方案。尽管超宽带技术在视距(LOS)条件下提供了很高的精度,但在非视距(NLOS)条件下却受到影响。由于多径效应引起的信号干扰,精度也会降低。本文对一种基于超宽带的定位系统进行了测试,以评估测量的效率。在实验室环境下获得了一组位置数据。在计算能力方面,应用了简单的滤波器,并将结果与真实路径进行了比较。本研究部署的(定位)模块为Decawave DWM1001。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Application of Energy Efficient Filtering for UWB Indoor Positioning
Nowadays indoor positioning systems (IPS) are quite an intriguing subject of research. Several positioning methods have been evaluated including wireless communications and inertial navigation systems. In particular, UWB systems, with improved stability and precision, that have been developed in recent years pose a good solution for IPS. Although UWB technology provides with great accuracy in Line-Of-Sight (LOS) conditions, it suffers in Non-Line-Of-Sight (NLOS) conditions. Accuracy is also degraded due to signal interference caused by the multipath effect. In this paper a UWB-based localization system is under test in order to evaluate the efficiency of the measurements. A set of position data was acquired in lab environment. Simple filters, in means of computational power, were applied, and the results are compared with the true path. The module deployed (for positioning) in this study is Decawave DWM1001.
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