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Combining TWSTFT and GPS PPP using a Kalman filter
Wang, Weixiong1,2,3; Dong, Shaowu1,2,3; Wu, Wenjun1,2,3; Guo, Dong1,2; Wang, Xiang1,2; Song, Huijie1,2
2021-10-01
发表期刊GPS SOLUTIONS
ISSN1080-5370
卷号25期号:4页码:12
摘要Two-way satellite time and frequency transfer (TWSTFT) and GPS precise point positioning (GPS PPP) time transfer are two independent techniques for the generation of coordinated universal time. The advantages of TWSTFT are its high accuracy, characterized by calibration uncertainty, and long-term stability, but studies have shown that TWSTFT is disturbed by diurnal variations. Its short-term stability and high resolution characterize GPS PPP. However, GPS PPP solutions contain day boundary discontinuities that are reflected in their relatively lower long-term stability. Therefore, combining TWSTFT and GPS PPP based on their respective advantages effectively improves the robustness of accurate time transfer. We present a time transfer combination method based on the Kalman filter. As the average rate of TWSTFT results, the derivative of GPS PPP results together with TWSTFT data is used as observation measurements. A Kalman filter then obtains the final combined solution. Consequently, the diurnal variations that exist in TWSTFT practically disappear in the combined solution on different baselines, and the short-term stability of the combination is significantly improved. On different baselines, the time deviation (TDEV) of the combination solution at short averaging times (up to 32 h) is approximately 4-8 times lower than the solution using only data of TWSTFT. The TDEV of the Kalman filter combined solution is also better than the Vondrak-Cepek combined solution and GPS PPP solution for averaging times less than 4 h. This may be related to the Kalman filter being an optimal estimation method, which requires more observation information than the Vondrak-Cepek combined filter.
关键词TWSTFT GPS PPP Time transfer Combination link Kalman filter
资助者National Natural Science Foundation of China ; National Natural Science Foundation of China ; Western Light Young Scholars Project of Chinese Academy of Sciences ; Western Light Young Scholars Project of Chinese Academy of Sciences ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; Western Light Young Scholars Project of Chinese Academy of Sciences ; Western Light Young Scholars Project of Chinese Academy of Sciences ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; Western Light Young Scholars Project of Chinese Academy of Sciences ; Western Light Young Scholars Project of Chinese Academy of Sciences ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; Western Light Young Scholars Project of Chinese Academy of Sciences ; Western Light Young Scholars Project of Chinese Academy of Sciences
DOI10.1007/s10291-021-01173-4
关键词[WOS]TIME TRANSFER ; SATELLITE TIME ; RECEIVERS
语种英语
资助项目National Natural Science Foundation of China[11703030] ; Western Light Young Scholars Project of Chinese Academy of Sciences[XAB2017A06]
资助者National Natural Science Foundation of China ; National Natural Science Foundation of China ; Western Light Young Scholars Project of Chinese Academy of Sciences ; Western Light Young Scholars Project of Chinese Academy of Sciences ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; Western Light Young Scholars Project of Chinese Academy of Sciences ; Western Light Young Scholars Project of Chinese Academy of Sciences ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; Western Light Young Scholars Project of Chinese Academy of Sciences ; Western Light Young Scholars Project of Chinese Academy of Sciences ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; Western Light Young Scholars Project of Chinese Academy of Sciences ; Western Light Young Scholars Project of Chinese Academy of Sciences
WOS研究方向Remote Sensing
WOS类目Remote Sensing
WOS记录号WOS:000688445000001
出版者SPRINGER HEIDELBERG
引用统计
文献类型期刊论文
条目标识符http://210.72.145.45/handle/361003/10558
专题量子频标研究室
时间频率基准实验室
通讯作者Dong, Shaowu
作者单位1.Chinese Acad Sci, Natl Time Serv Ctr, Xian 710600, Peoples R China
2.Chinese Acad Sci, Key Lab Time & Frequency Primary Stand, Xian 710600, Peoples R China
3.Univ Chinese Acad Sci, Sch Astron & Space Sci, Beijing 100049, Peoples R China
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GB/T 7714
Wang, Weixiong,Dong, Shaowu,Wu, Wenjun,et al. Combining TWSTFT and GPS PPP using a Kalman filter[J]. GPS SOLUTIONS,2021,25(4):12.
APA Wang, Weixiong,Dong, Shaowu,Wu, Wenjun,Guo, Dong,Wang, Xiang,&Song, Huijie.(2021).Combining TWSTFT and GPS PPP using a Kalman filter.GPS SOLUTIONS,25(4),12.
MLA Wang, Weixiong,et al."Combining TWSTFT and GPS PPP using a Kalman filter".GPS SOLUTIONS 25.4(2021):12.
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