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Normalized GNSS Interference Pattern Technique for Altimetry

机译:高程的标准化GNSS干扰模式技术

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摘要

It is well known that reflected signals from Global Navigation Satellite Systems (GNSS) can be used for altimetry applications, such as monitoring of water levels and determining snow height. Due to the interference of these reflected signals and the motion of satellites in space, the signal-to-noise ratio (SNR) measured at the receiver slowly oscillates. The oscillation rate is proportional to the change in the propagation path difference between the direct and reflected signals, which depends on the satellite elevation angle. Assuming a known receiver position, it is possible to compute the distance between the antenna and the surface of reflection from the measured oscillation rate. This technique is usually known as the interference pattern technique (IPT). In this paper, we propose to normalize the measurements in order to derive an alternative model of the SNR variations. From this model, we define a maximum likelihood estimate of the antenna height that reduces the estimation time to a fraction of one period of the SNR variation. We also derive the Cramér–Rao lower bound for the IPT and use it to assess the sensitivity of different parameters to the estimation of the antenna height. Finally, we propose an experimental framework, and we use it to assess our approach with real GPS L1 C/A signals.
机译:众所周知,来自全球导航卫星系统(GNSS)的反射信号可用于测高应用,例如监测水位和确定积雪高度。由于这些反射信号的干扰以及卫星在太空中的运动,在接收机处测得的信噪比(SNR)缓慢振荡。振荡速率与直接和反射信号之间传播路径差异的变化成比例,该变化取决于卫星仰角。假设接收器的位置已知,则可以根据测得的振荡速率来计算天线与反射表面之间的距离。此技术通常称为干扰模式技术(IPT)。在本文中,我们建议对测量值进行归一化,以得出SNR变化的替代模型。根据该模型,我们定义了天线高度的最大似然估计,该估计将估计时间减少到SNR变化的一个周期的一小部分。我们还推导了IPT的Cramér-Rao下界,并用它来评估不同参数对天线高度估计的敏感性。最后,我们提出了一个实验框架,并将其用于评估真实GPS L1 C / A信号的方法。

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