Performance of Multi-GNSS Precise Point Positioning Time and Frequency Transfer with Clock Modeling

Thanks to the international GNSS service (IGS), which has provided multi-GNSS precise products, multi-GNSS precise point positioning (PPP) time and frequency transfer has of great interest in the timing community. Currently, multi-GNSS PPP time transfer is not investigated with different precise pro...

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Main Authors: Yulong Ge, Peipei Dai, Weijin Qin, Xuhai Yang, Feng Zhou, Shengli Wang, Xingwang Zhao
Format: Article
Language:English
Published: MDPI AG 2019-02-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/11/3/347
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author Yulong Ge
Peipei Dai
Weijin Qin
Xuhai Yang
Feng Zhou
Shengli Wang
Xingwang Zhao
author_facet Yulong Ge
Peipei Dai
Weijin Qin
Xuhai Yang
Feng Zhou
Shengli Wang
Xingwang Zhao
author_sort Yulong Ge
collection DOAJ
description Thanks to the international GNSS service (IGS), which has provided multi-GNSS precise products, multi-GNSS precise point positioning (PPP) time and frequency transfer has of great interest in the timing community. Currently, multi-GNSS PPP time transfer is not investigated with different precise products. In addition, the correlation of the receiver clock offsets between adjacent epochs has not been studied in multi-GNSS PPP. In this work, multi-GNSS PPP time and frequency with different precise products is first compared in detail. A receiver clock offset model, considering the correlation of the receiver clock offsets between adjacent epochs using an a priori value, is then employed to improve multi-GNSS PPP time and frequency (scheme2). Our numerical analysis clarify how the approach performs for multi-GNSS PPP time and frequency transfer. Based on two commonly used multi-GNSS products and six GNSS stations, three conclusions are obtained straightforwardly. First, the GPS-only, Galileo-only, and multi-GNSS PPP solutions show similar performances using GBM and COD products, while BDS-only PPP using GBM products is better than that using COD products. Second, multi-GNSS time transfer outperforms single GNSS by increasing the number of available satellites and improving the time dilution of precision. For single-system and multi-GNSS PPP with GBM products, the maximum improvement in root mean square (RMS) values for multi-GNSS solutions are up to 7.4%, 94.0%, and 57.3% compared to GPS-only, BDS-only, and Galileo-only solutions, respectively. For stability, the maximum improvement of multi-GNSS is 20.3%, 84%, and 45.4% compared to GPS-only, BDS-only and Galileo-only solutions. Third, our approach contains less noise compared to the solutions with the white noise model, both for the single-system model and the multi-GNSS model. The RMS values of our approach are improved by 37.8⁻91.9%, 10.5⁻65.8%, 2.7⁻43.1%, and 26.6⁻86.0% for GPS-only, BDS-only, Galileo-only, and multi-GNSS solutions. For frequency stability, the improvement of scheme2 ranges from 0.2 to 51.6%, from 3 to 80.0%, from 0.2 to 70.8%, and from 0.1 to 51.5% for GPS-only, BDS-only, Galileo-only, and multi-GNSS PPP solutions compared to the solutions with the white noise model in the Eurasia links.
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spelling doaj.art-7856d777af44438998aa7153a1f80fda2022-12-21T20:04:27ZengMDPI AGRemote Sensing2072-42922019-02-0111334710.3390/rs11030347rs11030347Performance of Multi-GNSS Precise Point Positioning Time and Frequency Transfer with Clock ModelingYulong Ge0Peipei Dai1Weijin Qin2Xuhai Yang3Feng Zhou4Shengli Wang5Xingwang Zhao6National Time Service Center, Chinese Academy of Sciences, Xi’an 710600, ChinaNational Time Service Center, Chinese Academy of Sciences, Xi’an 710600, ChinaNational Time Service Center, Chinese Academy of Sciences, Xi’an 710600, ChinaNational Time Service Center, Chinese Academy of Sciences, Xi’an 710600, ChinaCollege of Geomatics, Shandong University of Science and Technology, Qingdao 266590, ChinaInstitute of Ocean Engineering, Shandong University of Science and Technology, Qingdao 266000, ChinaSchool of Geomatics, Anhui University of Science & Technology, Huainan 232001, ChinaThanks to the international GNSS service (IGS), which has provided multi-GNSS precise products, multi-GNSS precise point positioning (PPP) time and frequency transfer has of great interest in the timing community. Currently, multi-GNSS PPP time transfer is not investigated with different precise products. In addition, the correlation of the receiver clock offsets between adjacent epochs has not been studied in multi-GNSS PPP. In this work, multi-GNSS PPP time and frequency with different precise products is first compared in detail. A receiver clock offset model, considering the correlation of the receiver clock offsets between adjacent epochs using an a priori value, is then employed to improve multi-GNSS PPP time and frequency (scheme2). Our numerical analysis clarify how the approach performs for multi-GNSS PPP time and frequency transfer. Based on two commonly used multi-GNSS products and six GNSS stations, three conclusions are obtained straightforwardly. First, the GPS-only, Galileo-only, and multi-GNSS PPP solutions show similar performances using GBM and COD products, while BDS-only PPP using GBM products is better than that using COD products. Second, multi-GNSS time transfer outperforms single GNSS by increasing the number of available satellites and improving the time dilution of precision. For single-system and multi-GNSS PPP with GBM products, the maximum improvement in root mean square (RMS) values for multi-GNSS solutions are up to 7.4%, 94.0%, and 57.3% compared to GPS-only, BDS-only, and Galileo-only solutions, respectively. For stability, the maximum improvement of multi-GNSS is 20.3%, 84%, and 45.4% compared to GPS-only, BDS-only and Galileo-only solutions. Third, our approach contains less noise compared to the solutions with the white noise model, both for the single-system model and the multi-GNSS model. The RMS values of our approach are improved by 37.8⁻91.9%, 10.5⁻65.8%, 2.7⁻43.1%, and 26.6⁻86.0% for GPS-only, BDS-only, Galileo-only, and multi-GNSS solutions. For frequency stability, the improvement of scheme2 ranges from 0.2 to 51.6%, from 3 to 80.0%, from 0.2 to 70.8%, and from 0.1 to 51.5% for GPS-only, BDS-only, Galileo-only, and multi-GNSS PPP solutions compared to the solutions with the white noise model in the Eurasia links.https://www.mdpi.com/2072-4292/11/3/347multi-GNSSprecise point positioning (PPP)time and frequency transferreceiver clock offset modeling
spellingShingle Yulong Ge
Peipei Dai
Weijin Qin
Xuhai Yang
Feng Zhou
Shengli Wang
Xingwang Zhao
Performance of Multi-GNSS Precise Point Positioning Time and Frequency Transfer with Clock Modeling
Remote Sensing
multi-GNSS
precise point positioning (PPP)
time and frequency transfer
receiver clock offset modeling
title Performance of Multi-GNSS Precise Point Positioning Time and Frequency Transfer with Clock Modeling
title_full Performance of Multi-GNSS Precise Point Positioning Time and Frequency Transfer with Clock Modeling
title_fullStr Performance of Multi-GNSS Precise Point Positioning Time and Frequency Transfer with Clock Modeling
title_full_unstemmed Performance of Multi-GNSS Precise Point Positioning Time and Frequency Transfer with Clock Modeling
title_short Performance of Multi-GNSS Precise Point Positioning Time and Frequency Transfer with Clock Modeling
title_sort performance of multi gnss precise point positioning time and frequency transfer with clock modeling
topic multi-GNSS
precise point positioning (PPP)
time and frequency transfer
receiver clock offset modeling
url https://www.mdpi.com/2072-4292/11/3/347
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