BDS-3多频非差非组合精密定轨精度分析

Precision analysis of BDS-3 multi-frequency undifferenced and uncombined precision orbit determination

  • 摘要: 针对北斗三号卫星导航系统(BDS-3)五频点观测数据和非差非组合精密定轨理论,介绍了非差非组合观测模型和参数估计方法,提出了利用K均值聚类算法(K-means)进行测站选取的策略,分析并讨论了非差非组合方法的优势. 通过K-means和人工经验选取两种测站选取方案,分别使用BDS-3五频,B1C+B2a、B1I+B3I三种频率选择方式,利用30个观测站,对BDS-3中轨道地球卫星(MEO)和倾斜地球同步轨道卫星(IGSO)进行精密定轨处理. 结果表明:当接收B1C+B2a频点观测数据测站不足时,非差非组合方法可以通过利用五频观测数据增加观测数据数量、优化测站布局,提高定轨精度,与B1C+B2a频率组合相比,五频定轨结果切向(A)、法向(C)、径向(R)和三维(3D)方向均方根(RMS)月均值分别提升0.003 m、0.004 m、0.003 m和0.007 m;K-means算法选取的测站与人工经验选取相比,分布更加合理,定轨精度更高,三种频率选择方案MEO卫星3D RMS月均值精度分别提升0.009 m、0.017 m和0.009 m.

     

    Abstract: In view of the observation data of BDS-3 at 5 frequencies and the theory of un-differenced and un-combined (UDUC) precise orbit determination, this paper introduces the UDUC model and parameter estimation method, proposes the strategy of station selection using the K-means algorithm, and analyzes the advantages of UDUC method. Through two kinds of station selection schemes, manual experience selection and K-means, 3 frequency selection methods of BDS-3 5-frequency, B1C+B2a, B1I+B3I are used respectively, and 30 IGS observation stations are used to carry out precise orbit determination for BDS-3 MEO and IGSO satellites. The experimental results show that when the stations which can receive B1C+B2a frequency observation data are insufficient, the UDUC method can increase the number of observation data and optimize the station layout by using the 5-frequency observation data so that the orbit determination accuracy can be improved. Compared with B1C+B2a, the monthly average RMS of 5-frequency in A, C and R directions increase by 0.003 m, 0.004 m, 0.003 m respectively, and that of 3D RMS increases by about 0.007 m. The stations selected through the K-means algorithm are more reasonably distributed and have higher orbit determination accuracy than manual experience selection scheme. With the 3 frequency selection methods, the monthly average RMS of MEO satellites in A, C and R directions are improved by 0.009 m, 0.017 m, 0.009 m respectively.

     

/

返回文章
返回