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Estimation of total electron content using GPS data: How stable are the differential satellite and receiver instrumental biases?

机译:使用GPS数据估算总电子含量:卫星和接收机的差分仪器偏差有多稳定?

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摘要

The main source of error in the estimation of TEC (total electron content) from dual Global Positioning System (GPS) data is the effect of the differential satellite and receiver instrumental delay biases. These biases are normally estimated simultaneously with the TEC. However, the additional estimation of the instrumental biases may constitute an insurmountable burden in some practical applications like real-time estimation of TEC, or the estimation may be difficult or correlated to the ionospheric parameters, particularly in situations where the TEC behavior may be harder to model (equatorial or auroral zone, ionospheric storms, etc.). A priori values of the instrumental biases, estimated under good conditions or with global networks, could solve those problems if we could determine how stable those instrumental biases are in time and how often we need to check or reestimate their values. In this paper we will present our estimation of the GPS satellite and receiver instrumental biases from 19 months of data and the study of their variation during that time. We will also show some situations of changes in the instrumental biases and the possible influence of antispoofing (AS). The main conclusion of this work is that the variation of the estimated differential GPS satellite biases during the 19 months is smaller than 1 ns (1 ns = 2.86 × 10 e/m) in most of the cases, with a mean RMS of 0.15 ns. For the GPS receivers used, that variation is greater than for the satellites, with the larger variations corresponding to physical changes in the receivers. The difference of the estimated differential instrumental biases between two consecutive days is in practically all cases smaller man 0.5 ns for the GPS satellites and smaller than 1 ns for the GPS receivers. Regarding the influence of AS, we have detected some significant changes in the instrumental biases of some satellites and some stations whether AS is activated or not. Our main conclusion is that due to the stability of the GPS instrumental biases, only an estimation or calibration of them (under optimal conditions) from time to time is required.
机译:从双重全球定位系统(GPS)数据估算TEC(总电子含量)时,误差的主要来源是差分卫星和接收机仪器延迟偏差的影响。通常与TEC同时估计这些偏差。但是,在一些实际应用中,如对TEC的实时估算,对仪器偏差的额外估算可能会构成无法克服的负担,或者估算可能很困难或与电离层参数相关,尤其是在TEC行为可能更难于实现的情况下模式(赤道或极光区,电离层风暴等)。如果我们能够确定那些工具偏差在时间上的稳定性以及我们需要多久检查或重新估计一次它们的价值,那么在良好条件下或通过全球网络估算的工具偏差的先验值可以解决这些问题。在本文中,我们将介绍根据19个月的数据估算GPS卫星和接收机的仪器偏差,并研究其在此期间的变化。我们还将展示一些工具偏差变化的情况以及反欺骗(AS)的可能影响。这项工作的主要结论是,在大多数情况下,在19个月中估计的差分GPS卫星偏差的变化小于1 ns(1 ns = 2.86×10 e / m),平均RMS为0.15 ns 。对于所使用的GPS接收器,该变化大于卫星的变化,而较大的变化对应于接收器中的物理变化。在实际上,在所有情况下,连续两天之间的估计差分仪器偏差的差值对于GPS卫星而言较小,为0.5 ns,对于GPS接收机,小于1 ns。关于AS的影响,无论AS是否被激活,我们已经检测到一些卫星和某些台站的仪器偏差存在一些重大变化。我们的主要结论是,由于GPS仪器偏差的稳定性,仅需要不时对其进行估计或校准(在最佳条件下)。

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