NASG Key Laboratory of Land Environment and Disaster Monitoring, China University of Mining and Technology, Xuzhou 221116, China.
School of Environment Science and Spatial Informatics, China University of Mining and Technology, Xuzhou 221116, China.
Sensors (Basel). 2018 May 2;18(5):1402. doi: 10.3390/s18051402.
Currently, five new-generation BeiDou (BDS-3) experimental satellites are working in orbit and broadcast B1I, B3I, and other new signals. Precise satellite orbit determination of the BDS-3 is essential for the future global services of the BeiDou system. However, BDS-3 experimental satellites are mainly tracked by the international GNSS Monitoring and Assessment Service (iGMAS) network. Under the current constraints of the limited data sources and poor data quality of iGMAS, this study proposes an improved cycle-slip detection and repair algorithm, which is based on a polynomial prediction of ionospheric delays. The improved algorithm takes the correlation of ionospheric delays into consideration to accurately estimate and repair cycle slips in the iGMAS data. Moreover, two methods of BDS-3 experimental satellite orbit determination, namely, normal equation stacking (NES) and step-by-step (SS), are designed to strengthen orbit estimations and to make full use of the BeiDou observations in different tracking networks. In addition, a method to improve computational efficiency based on a matrix eigenvalue decomposition algorithm is derived in the NES. Then, one-year of BDS-3 experimental satellite precise orbit determinations were conducted based on iGMAS and Multi-GNSS Experiment (MGEX) networks. Furthermore, the orbit accuracies were analyzed from the discrepancy of overlapping arcs and satellite laser range (SLR) residuals. The results showed that the average three-dimensional root-mean-square error (3D RMS) of one-day overlapping arcs for BDS-3 experimental satellites (C31, C32, C33, and C34) acquired by NES and SS are 31.0, 36.0, 40.3, and 50.1 cm, and 34.6, 39.4, 43.4, and 55.5 cm, respectively; the RMS of SLR residuals are 55.1, 49.6, 61.5, and 70.9 cm and 60.5, 53.6, 65.8, and 73.9 cm, respectively. Finally, one month of observations were used in four schemes of BDS-3 experimental satellite orbit determination to further investigate the reliability and advantages of the improved methods. It was suggested that the scheme with improved cycle-slip detection and repair algorithm based on NES was optimal, which improved the accuracy of BDS-3 experimental satellite orbits by 34.07%, 41.05%, 72.29%, and 74.33%, respectively, compared with the widely-used strategy. Therefore, improved methods for the BDS-3 experimental satellites proposed in this study are very beneficial for the determination of new-generation BeiDou satellite precise orbits.
目前,五颗新一代北斗(BDS-3)试验卫星正在轨道上运行,并广播 B1I、B3I 和其他新信号。北斗三号卫星的精密轨道确定对于未来北斗系统的全球服务至关重要。然而,BDS-3 试验卫星主要由国际全球导航卫星系统监测与评估服务(iGMAS)网络跟踪。在当前 iGMAS 数据源有限且数据质量较差的限制下,本研究提出了一种基于电离层延迟多项式预测的改进的周跳探测与修复算法。改进后的算法考虑了电离层延迟的相关性,能够准确估计和修复 iGMAS 数据中的周跳。此外,还设计了两种北斗三号试验卫星轨道确定方法,即正则方程堆叠(NES)和逐步(SS)方法,以加强轨道估计并充分利用不同跟踪网络中的北斗观测值。此外,基于矩阵特征值分解算法推导出了一种提高计算效率的方法。然后,基于 iGMAS 和多 GNSS 实验(MGEX)网络进行了为期一年的 BDS-3 试验卫星精密轨道确定。此外,还通过重叠弧和卫星激光测距(SLR)残差的差异分析了轨道精度。结果表明,采用 NES 和 SS 方法得到的 BDS-3 试验卫星(C31、C32、C33 和 C34)一日重叠弧的平均三维均方根误差(3D RMS)分别为 31.0、36.0、40.3 和 50.1 cm 和 34.6、39.4、43.4 和 55.5 cm;SLR 残差的 RMS 分别为 55.1、49.6、61.5 和 70.9 cm 和 60.5、53.6、65.8 和 73.9 cm。最后,采用四种 BDS-3 试验卫星轨道确定方案,对一个月的观测数据进行了进一步分析,以验证改进方法的可靠性和优势。结果表明,基于 NES 的改进周跳探测与修复算法方案是最优的,与广泛使用的策略相比,该方案分别提高了 BDS-3 试验卫星轨道的精度 34.07%、41.05%、72.29%和 74.33%。因此,本研究提出的 BDS-3 试验卫星改进方法对于新一代北斗卫星精密轨道的确定非常有益。