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Quality analysis of dual-frequency smartphone-based ionospheric TEC measurements: what can be achieved?

机译:基于双频智能手机的电离层TEC测量质量分析:可以实现什么?

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The growing quality of smartphone-based Global Navigation Satellite Systems (GNSS) chipsets opens a new frontier for scientific research in positioning, navigation and timing ap- plications. The portability and affordability of these instruments could enhance the current GNSS receiver global network for atmospheric monitoring purposes. However, the quality of the measurements gathered from smartphones have not yet been fully assessed. In this paper, an analysis of the quality of smartphone-based Total Electron Content (TEC) mea- surements is performed. The primary focus of this work is to provide a general analysis on the potential of using smartphone observations for ionospheric sciences. Dual-frequency phase observations are used to measure the relative TEC. For this experiment, GPS L1/L5 and Galileo E1/E5a observations acquired with the Xiaomi Mi8 and Huawei Mate20 X smartphones were considered. Both devices are equipped with the Broadcom BCM47755 chipset, which enables GNSS dual-frequency measurements. More than 100 hours of phase observations at mid-latitude during a low solar activity period were gathered. Three differ- ent setup configurations were defined to assess the effects multipath or signal strength may have in the quality of the phase observations. In addition, to detect and discard unrealistic fluctuating phase observations, a quality-check was performed. In the results, good agree- ment between the slant TEC (sTEC) measurements from the smartphone and the sTEC obtained from a co-located geodetic receiver is presented. Furthermore, the amount and quality of observations discarded by the quality-check are reported, which emphasises the use of the signal strength to indicate the quality of phase observations. The results indicate that the C/N0 and multipath are important —when gathering the data from a geodetic antenna, around 80% of the collected data passed a quality threshold. However, collecting data with the addition of an attenuator, or directly from the smartphone antenna, reduced the valid data to below 50%. However, given the ease of use of a smartphone for data collection, even at 50% of data being usable, this shows potential as a useful course of TEC for ionospheric observations.
机译:基于智能手机的全球导航卫星系统(GNSS)芯片组的越来越大的质量开启了一个新的前沿,用于定位,导航和时间段的科学研究。这些仪器的可移植性和可负担性可以增强目前的GNSS接收器全球网络,用于大气监测目的。但是,从智能手机收集的测量的质量尚未完全评估。在本文中,进行了对基于智能手机的总电子含量(TEC)测量的质量分析。这项工作的主要焦点是提供对使用智能手机观察的电离层科学的可能性的一般性分析。双频相位观察用于测量相对TEC。对于该实验,考虑了使用小米MI8和华为Mate20 X智能手机获得的GPS L1 / L5和Galileo E1 / E5A观察。两种设备都配备了Broadcom BCM47755芯片组,可实现GNSS双频测量。收集了在低太阳能活动期间在中纬度的阶段观察超过100小时的阶段观察。定义了三个不同的设置配置以评估多径或信号强度可能具有相位观测的质量。另外,为了检测和丢弃不切实际的波动相位观察,进行了质量检查。在结果中,呈现了智能手机的倾斜TEC(STEC)测量与从共同定位的大地测量仪接收器获得的STEC之间的良好综合。此外,报告了通过质量检查丢弃的观察的数量和质量,这强调了信号强度的使用来指示相位观察的质量。结果表明,C / N0和MultiPath是重要的 - 当从大地测量天线收集数据时,约80%的收集数据传递了质量阈值。但是,通过添加衰减器或直接从智能手机天线收集数据,将有效数据减少到低于50%。然而,考虑到智能手机进行数据收集的易用性,即使有50%的数据被使用,这表明潜在的是用于电离层观察的有用过程。

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