利用LTE信号进行定位的室外和室内实验

Federico Pittino, M. Driusso, A. D. Torre, C. Marshall
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引用次数: 18

摘要

本文报告了使用LTE下行信号测量的实际定位实验。在瑞士的Rapperswil镇,在室外和室内采集期间收集了LTE信号的真实实时样本。然后使用超分辨率算法对收集到的数据进行处理,以提取接收到的LTE蜂窝特定参考信号,这些参考信号用于估计伪距离。利用扩展卡尔曼滤波和迭代最小二乘算法对伪点进行处理,得到伪点的位置和时间。对这些算法进行了比较,并讨论了它们的不同应用。还讨论了LTE信号和网络的特点和局限性,并评估了它们对定位性能的影响。结果表明,使用LTE信号进行定位可以获得显著的性能(50%的误差分位数低至6米),并且它们的使用可能适用于室内和室外应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Outdoor and indoor experiments with localization using LTE signals
This paper reports experiments with realistic positioning using LTE downlink signals measurements. Sets of real live samples of LTE signals have been gathered during outdoor and indoor acquisitions in the town of Rapperswil, Switzerland. The collected data is then processed using a Super Resolution Algorithm in order to extract the received LTE cell specific reference signals, which are used to estimate the pseudoranges. Both an Extended Kalman Filter and an Iterative Least Squares algorithm are evaluated for processing the pseudoranges to obtain the location and time. The algorithms are compared and their different applications are discussed. The features and limitations of LTE signals and networks are also discussed and their impact on positioning performance assessed. The results show that positioning using LTE signals can achieve remarkable performance (50% error quantile as low as 6 m), and that their use is potentially suitable for indoor as well as outdoor applications.
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