测绘通报 ›› 2026, Vol. 0 ›› Issue (6): 8-13,22.doi: 10.13474/j.cnki.11-2246.2026.0602

• 北斗应用与位置服务 • 上一篇    

采用测站网扩展PPP模型的BDS卫星钟差异常实时探测方法

党婧怡, 付文举, 郑凯, 刘克中, 曾旭明   

  1. 武汉理工大学航运学院, 湖北 武汉 430063
  • 收稿日期:2025-10-09 发布日期:2026-07-09
  • 作者简介:党婧怡(2002—),女,硕士生,主要从事GNSS卫星钟差与精密定位等方面的研究。E-mail:jingyidang@whut.edu.cn
  • 基金资助:
    武汉大学测绘遥感信息工程国家重点实验室开放基金(24A04);国家自然科学基金(42104015)

Real-time detection method for BDS satellite clock bias anomalies using the extended precise PPP model of a station network

DANG Jingyi, FU Wenju, ZHENG Kai, LIU Kezhong, ZENG Xuming   

  1. School of Navigation, Wuhan University of Technology, Wuhan 430063, China
  • Received:2025-10-09 Published:2026-07-09

摘要: [目的] 卫星钟差异常是影响GNSS精密单点定位(PPP)精度和可靠性的重要因素之一。传统的卫星钟差异常检测方法多依赖时间序列预测模型,仅从钟差时间变化的特征出发,缺乏与PPP观测模型的耦合,难以及时识别全部异常钟差,从而导致PPP解算结果出现异常。[方法]因此,本文提出一种基于多测站观测数据的BDS卫星钟差异常实时探测方法。在扩展PPP模型中引入卫星钟差偏差参数,通过联合解构法方程与残差分析,构建卫星钟差异常识别与剔除机制。[结果]PPP定位结果表明,该方法可有效探测仿真与实测产品中的钟差异常,测站残差RMS分别降低37%和51.4%,三维定位精度分别提升达42.7%和62.5%。两种方案均可实现约0.017 m的残差RMS与0.09 m的三维定位精度。[结论]该方法增强了卫星钟差异常的探测能力,有效提升了PPP定位精度,为BDS高精度应用提供了有力支撑。

关键词: 北斗卫星导航系统, 精密单点定位, 测站网, 卫星钟差, 粗差探测

Abstract: [Purposes]Satellite clock anomalies are among the critical factors affecting the accuracy and reliability of GNSS precise point positioning (PPP).Conventional detection approaches often rely on prediction models,which suffer from low sensitivity and limited ability to directly mitigate their impact on PPP performance.[Methods]To address this issue,this study proposes a real-time detection method for BDS satellite clock anomalies using multi-station observations.The method incorporates satellite clock bias parameters into an extended PPP model and establishes an anomaly identification and elimination mechanism through combined equation adjustment and residual analysis.[Findings]Experimental results demonstrate that the proposed method can effectively detect anomalies in both simulated and real datasets.The station residual RMS is reduced by 37%and 51.4%,respectively,and the 3D positioning accuracy is improved by up to 42.7% and 62.5%,respectively.Both schemes can achieve a residual RMS of approximately 0.017 m and a 3D positioning accuracy of 0.09 m.[Conclusions]The method significantly strengthens anomaly detection capability and improves PPP accuracy,providing robust support for high-precision applications of the BDS.

Key words: BDS, PPP, station network, satellite clock bias, gross errors detection

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