Improved GRACE kinematic orbit determination using GPS receiver clock modeling

authored by: Ulrich Weinbach, Steffen Schön
Abstract: Kinematic positions of Low Earth Orbiters based on GPS tracking are frequently used as pseudo-observations for single satellite gravity field determination. Unfortunately, the accuracy of the satellite trajectory is partly limited because the receiver synchronization error has to be estimated along with the kinematic coordinates at every observation epoch. We review the requirements for GPS receiver clock modeling in Precise Point Positioning (PPP) and analyze its impact on kinematic orbit determination for the two satellites of the Gravity Recovery and Climate Experiment (GRACE) mission using both simulated and real data. We demonstrate that a piecewise linear parameterization can be used to model the ultra-stable oscillators that drive the GPS receivers on board of the GRACE satellites. Using such a continuous clock model allows position estimation even if the number of usable GPS satellites drops to three and improves the robustness of the solution with respect to outliers. Furthermore, simulations indicate a potential accuracy improvement of the satellite trajectory of at least 40 % in the radial direction and up to 7 % in the along-track and cross-track directions when a 60-s piecewise linear clock model is estimated instead of epoch-wise independent receiver clock offsets. For PPP with real GRACE data, the accuracy evaluation is hampered by the lack of a reference orbit of significantly higher accuracy. However, comparisons with a smooth reduced-dynamic orbit indicate a significant reduction of the high-frequency noise in the radial component of the kinematic orbit.
Organisation(s): Institute of Geodesy
Quest: Centre for Quantum Engineering and Space-Time Research
Type: Review article
Journal: GPS solutions
Volume: 17
Pages: 511-520
No. of pages: 10
ISSN: 1080-5370
Publication date: 08.11.2012
Publication status: Published
Peer reviewed: Yes
ASJC Scopus subject areas: General Earth and Planetary Sciences
Electronic version(s): https://doi.org/10.1007/s10291-012-0297-1 (Access: Unknown)
: Details in the research portal "Research@Leibniz University"

BibTeX

@article{e5d85df2fa1f4d3192b1a9b4b7f2737a,
title = "Improved GRACE kinematic orbit determination using GPS receiver clock modeling",
abstract = "Kinematic positions of Low Earth Orbiters based on GPS tracking are frequently used as pseudo-observations for single satellite gravity field determination. Unfortunately, the accuracy of the satellite trajectory is partly limited because the receiver synchronization error has to be estimated along with the kinematic coordinates at every observation epoch. We review the requirements for GPS receiver clock modeling in Precise Point Positioning (PPP) and analyze its impact on kinematic orbit determination for the two satellites of the Gravity Recovery and Climate Experiment (GRACE) mission using both simulated and real data. We demonstrate that a piecewise linear parameterization can be used to model the ultra-stable oscillators that drive the GPS receivers on board of the GRACE satellites. Using such a continuous clock model allows position estimation even if the number of usable GPS satellites drops to three and improves the robustness of the solution with respect to outliers. Furthermore, simulations indicate a potential accuracy improvement of the satellite trajectory of at least 40 % in the radial direction and up to 7 % in the along-track and cross-track directions when a 60-s piecewise linear clock model is estimated instead of epoch-wise independent receiver clock offsets. For PPP with real GRACE data, the accuracy evaluation is hampered by the lack of a reference orbit of significantly higher accuracy. However, comparisons with a smooth reduced-dynamic orbit indicate a significant reduction of the high-frequency noise in the radial component of the kinematic orbit.",
keywords = "Clock modeling, GPS, GRACE, Kinematic orbit determination, USO",
author = "Ulrich Weinbach and Steffen Sch{\"o}n",
note = "Funding information: Acknowledgments The authors would like to thank NASA and GFZ for making the GRACE data publicly available. The data and products of the IGS have been indispensable for this research. This work has been funded by the Deutsche ForschungsGemeinschaft (DFG) in the framework of the center for QUantum Engineering and Space Time research (QUEST), Hannover.",
year = "2012",
month = nov,
day = "8",
doi = "10.1007/s10291-012-0297-1",
language = "English",
volume = "17",
pages = "511--520",
journal = "GPS solutions",
issn = "1080-5370",
publisher = "Springer Nature",
number = "4",
}