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A Random Model and Simulation for Generating GNSS Ocean Reflected Signals

机译:GNSS海洋反射信号生成的随机模型和仿真

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摘要

In recent years, Global Navigation Satellite System Reflectometry (GNSS-R) has been studied as a new technique for ocean remote sensing, and the simulation of GNSS-R signals has played a very important role. In this letter, a random model for ocean reflected signal simulation of GNSS-R is presented to provide a useful method for generating reflected signals. The study is conducted by means of a superimposed result of multiple random reflected signals based on a previous fixed model. Reflected signals are randomly selected with different delay bins and different random amplitudes. To generate GNSS-R signals, a software GNSS-R simulator based on the proposed random model is developed. A receiver is also used to process the simulated signals to demonstrate the availability of the proposed model and developed simulator. The analysis shows good agreement between the produced and theoretical delay waveforms with the correlation coefficient of 0.998. To further verify the significance of the random model, the simulated reflected signals are compared with the airborne experimental data collected in Yantai, China. The comparative results show that the random model has better statistical and stochastic characteristics.
机译:近年来,已经研究了全球导航卫星系统反射法(GNSS-R)作为海洋遥感的一种新技术,并且GNSS-R信号的仿真起着非常重要的作用。在这封信中,提出了用于GNSS-R海洋反射信号仿真的随机模型,以提供一种有用的方法来生成反射信号。该研究是基于先前的固定模型,通过多个随机反射信号的叠加结果进行的。用不同的延迟箱和不同的随机幅度随机选择反射信号。为了生成GNSS-R信号,开发了基于所提出的随机模型的软件GNSS-R仿真器。接收机还用于处理模拟信号,以证明所提出的模型和已开发的模拟器的可用性。分析表明,所产生的延迟波形与理论延迟波形之间具有良好的一致性,相关系数为0.998。为了进一步验证随机模型的重要性,将模拟反射信号与在中国烟台收集的机载实验数据进行了比较。比较结果表明,该随机模型具有较好的统计和随机特性。

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