Improvements in PPP by Integrating GNSS with LEO Satellites: A Geometric Simulation.

IF 3.5 3区 综合性期刊 Q2 CHEMISTRY, ANALYTICAL
Sensors Pub Date : 2025-07-16 DOI:10.3390/s25144427
Marianna Alghisi, Nikolina Zallemi, Ludovico Biagi
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引用次数: 0

Abstract

The precise point positioning (PPP) method in GNSS is based on the processing of undifferenced phase observations. For long static sessions, this method provides results characterized by accuracies better than one centimeter, and has become a standard practice in the processing of geodetic permanent stations data. However, a drawback of the PPP method is its slow convergence, which results from the necessity of jointly estimating the coordinates and the initial phase ambiguities. This poses a challenge for very short sessions or kinematic applications. The introduction of new satellites in Low Earth Orbits (LEO) that provide phase observations for positioning, such as those currently provided by GNSS constellations, has the potential to radically improve this scenario. In this work, a preliminary case study is discussed. For a given day, two configurations are analyzed: the first considers only the GNSS satellites currently in operation, while the second includes a simulated constellation of LEO satellites. For both configurations, the geometric quality of a PPP solution is evaluated over different session lengths throughout the day. The adopted quality index is the trace of the cofactor matrix of the estimated coordinates, commonly referred to as the position dilution of precision (PDOP). The simulated LEO constellation demonstrates the capability to enhance positioning performance, particularly under conditions of good sky visibility, where the time needed to obtain a reliable solution decreases significantly. Furthermore, even in scenarios with limited satellite visibility, the inclusion of LEO satellites helps to reduce PDOP values and overall convergence time.

整合GNSS与LEO卫星对PPP的改进:几何模拟。
GNSS中的精确点定位(PPP)方法是基于对无差相位观测值的处理。对于长时间静态会话,该方法提供的结果精度优于1厘米,已成为处理大地测量常设站数据的标准做法。然而,PPP方法的缺点是收敛速度慢,这是由于需要联合估计坐标和初始相位模糊。这对非常短的会话或运动应用程序提出了挑战。为定位提供相位观测的低地球轨道(LEO)新卫星的引入,如目前由GNSS星座提供的卫星,有可能从根本上改善这种情况。在这项工作中,讨论了一个初步的案例研究。对于给定的一天,分析了两种配置:第一种只考虑当前运行的GNSS卫星,而第二种包括模拟的低轨道卫星星座。对于这两种配置,在一天中不同的会话长度上评估PPP解决方案的几何质量。所采用的质量指标是估计坐标的协因子矩阵的迹线,通常称为位置精度稀释(PDOP)。模拟的LEO星座展示了增强定位性能的能力,特别是在良好的天空能见度条件下,获得可靠解决方案所需的时间显着减少。此外,即使在卫星能见度有限的情况下,包括LEO卫星也有助于降低PDOP值和总体收敛时间。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Sensors
Sensors 工程技术-电化学
CiteScore
7.30
自引率
12.80%
发文量
8430
审稿时长
1.7 months
期刊介绍: Sensors (ISSN 1424-8220) provides an advanced forum for the science and technology of sensors and biosensors. It publishes reviews (including comprehensive reviews on the complete sensors products), regular research papers and short notes. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. There is no restriction on the length of the papers. The full experimental details must be provided so that the results can be reproduced.
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