Abstract

The low-cost single-frequency GNSS receiver is one of the most economical and affordable tools for the onboard real-time navigation of numerous remote sensing small/micro satellites. We concentrate on the algorithm and experiments of onboard real-time orbit determination (RTOD) based on a single-frequency GPS/BDS receiver. Through various experiments of processing the real single-frequency GPS/BDS measurements from the Yaogan-30 (YG30) series and FengYun-3C (FY3C) satellites of China, some critical aspects of the onboard RTOD are investigated, such as the optimal force models setting, the effect of different measurements, and the impact of GPS/BDS fusion. The results demonstrate that a gravity model truncated to 55 × 55 order/degree for YG30 and 45 × 45 for FY3C and compensated with an optimal stochastic modeling of empirical accelerations, which minimize the onboard computational load and only result in a slight loss of orbit accuracy, is sufficient to obtain high-precision real-time orbit results. Under the optimal force models, the real-time orbit accuracy of 0.4–0.7 m for position and 0.4–0.7 mm/s for velocity is achievable with the carrier-phase-based solution, while an inferior real-time orbit accuracy of 0.8–1.6 m for position and 0.9–1.7 mm/s for velocity is achieved with the pseudo-range-based solution. Furthermore, although the GPS/BDS fusion only makes little change to the orbit accuracy, it increases the number of visible GNSS satellites significantly, and thus enhances the geometric distribution of GNSS satellites that help suppress the local orbit errors and improves the reliability and availability of the onboard RTOD, especially in some anomalous arcs where only a few GPS satellites are trackable.

Highlights

  • Since the first GPS receiver flying onboard Landsat-4 in 1982 [1], GPS has become the most effective real-time navigation technique for space missions on low Earth orbit (LEO)

  • We have studied the onboard real-time orbit determination (RTOD) algorithm only using single-frequency GPS/BeiDou Navigation System (BDS) pseudo-range and carrier-phase measurements

  • The effects of different force models, different measurements and different GPS/BDS fusions are analyzed in detail through the experiments of processing single-frequency GPS/BDS data from the FY3C and YG30 series satellites

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Summary

Introduction

Since the first GPS receiver flying onboard Landsat-4 in 1982 [1], GPS has become the most effective real-time navigation technique for space missions on low Earth orbit (LEO). Expensive and energy-consuming dual-frequency GPS receivers are not always available onboard all LEO missions, especially for numerous low-cost remote sensing small/micro satellites [6] For these low-cost small/micro satellites as well as those only requiring meter or sub-meter level orbit accuracy, the low-cost single-frequency GPS receiver is a more attractive real-time navigation tool. 2019, 11, 1391 was launched on 23 September 2013 and developed by the Meteorological Administration/National Satellite Meteorological Center (CMA/NSMC) of China It was equipped with a GNSS Occultation Sounder (GNOS) instrument onboard which can provide dual-frequency GPS/BDS pseudo-range and carrier-phase observations [21], but only single-frequency GPS/BDS pseudo-range and carrier-phase measurements are employed in our experiments.

Algorithm
Dynamical Models
GNSS Measurements
Parameter Estimation
Experiments
Datasets and Orbit Determination Strategies
Reference Orbits
Conclusions
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