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Cellular Network Positioning Performance Improvements by Richer Device Reporting

机译:通过丰富的设备报告提高蜂窝网络定位性能

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Positioning of people and things is becoming a key component in many applications. A fundamental requirement is ubiquitous coverage of the positioning service, including conditions without a clear view of the sky as in urban and indoor areas. The main challenges and error contributions in cellular network positioning stem from multipath propagation and non line-of-sight (NLOS) radio propagation conditions. These will impact measurements related to the distance between the base stations and the user equipment (UE), and induce both variance and bias in the measurement errors. Conventionally, in the Observed Time Difference of Arrival (OTDOA) positioning method, the UE makes a hard decision about what is a reliable first path of the received signal and use that as the time of arrival (TOA) estimate. In this paper we present an alternative approach, which allows the UE to report multiple possible paths per cell to the location server. Thereby, more accurate information about the TOA distribution is transferred from the UE side to the network side, which improves the positioning accuracy. The different reporting configurations are compared, and using reporting of multiple paths per cell compared to only one path results in a 50% positioning accuracy improvement. The approach has been already standardized in Long Term Evolution (LTE) 3GPP Release 14, and this paper tries to shed some light on the technical details and resulting performance improvements of the concept.
机译:人和物的定位正成为许多应用程序中的关键组成部分。基本要求是无处不在的定位服务覆盖范围,包括在城市和室内区域无法清晰看到天空的条件。蜂窝网络定位中的主要挑战和错误贡献源于多径传播和非视距(NLOS)无线电传播条件。这些将影响与基站和用户设备(UE)之间的距离有关的测量,并引起测量误差的方差和偏差。常规地,在“到达的观察时间差”(OTDOA)定位方法中,UE对接收信号的可靠的第一路径是什么做出硬性决定,并将其用作到达时间(TOA)估计。在本文中,我们提出了一种替代方法,该方法允许UE将每个小区的多个可能路径报告给位置服务器。从而,关于TOA分布的更准确的信息从UE侧传送到网络侧,这提高了定位精度。比较了不同的报告配置,并且与仅一条路径相比,使用每个单元的多个路径的报告可将定位精度提高50%。该方法已经在长期演进(LTE)3GPP版本14中进行了标准化,并且本文试图对技术细节以及由此带来的性能改进提供一些启示。

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