A computationally efficient approach for estimating high-rate satellite clock corrections in realtime

• Published in: GPS solutions 2012, Vol.16 (1), p.9-17
• Main Authors: Ge, Maorong, Chen, Junping, Douša, Jan, Gendt, Gerd, Wickert, Jens
• Format: Article
• Language: English
• Subjects: Algorithms; Atmospheric Sciences; Automotive Engineering; Bias; Clocks; Clocks & watches; Computational efficiency; Computing time; Earth and Environmental Science; Earth Sciences; Electrical Engineering; Geophysics/Geodesy; Global navigation satellite system; Original Article; Parameter estimation; Real time; Satellite constellations; Satellite tracking; Satellites; Space Exploration and Astronautics; Space Sciences (including Extraterrestrial Physics
• ISSN: 1080-5370; 1521-1886
• DOI: 10.1007/s10291-011-0206-z

Realtime satellite clock corrections are usually estimated using undifferenced phase and range observations from a global network. Because a large number of ambiguity parameters must be estimated, the computation is time-consuming. Consequently, only a sparse global network of limited number of stations is processed by most IGS Realtime Analysis Centers with an update rate of 5 s. In addition, it is very desirable to build the capability to simultaneously estimate clock corrections for multi-GNSS constellations. Although the estimation can be sped up by epoch-differenced observations that eliminate ambiguities, the derived clocks can contain a satellite-specific bias that diminishes the contribution of range observations. We introduce a computationally efficient approach for realtime clock estimation. Both the epoch-differenced phase and undifferenced range observations are used together to estimate the epoch-differenced satellite clocks and the initial clock bias for each satellite and receiver. The biased clock corrections accumulated from the estimated epoch-differenced clocks are then aligned with the estimated clock biases and provided as the final clock corrections to users. The algorithm is incorporated into the EPOS-RT software developed at GFZ (GeoForschungsZentrum) and experimentally validated with the IGS global network. The comparison with the GFZ rapid products shows that the accuracy of the clock estimation with the new approach is comparable with that of the undifferenced approach, whereas the computation time is reduced to one-tenth. As a result, estimation of high-rate satellite clocks from a large reference network and tracking satellites of multi-GNSS constellations becomes achievable.