基于北斗MEO卫星GNSS-R延迟信号功率波形估计海风风速

Mohammad Shohidul Islam, Dongkai Yang, Sultana Easmin Siddika, Rodolfo D. Moreno Santillán, M. S. Injamamul Haque Masum
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摘要

本文重点分析了海面不同风速下功率波形的特征,并根据功率波形的幅值估算了海面风速。功率波形由北斗MEO卫星的延时信号产生。利用GNSS概念的遥感技术获取海面信息。因为,近二十年来,该技术已经被证明是一种有效的从地球表面检索重要信息的工具。时至今日,它已成为一种先进的海况监测技术,用于测量海风的速度和方向、海浪高度、海面粗糙度等。主要生成北斗MEO卫星的直接和反射信号波形。结果表明,这些功率波形的振幅和形状随风速的变化而变化。结果表明,波形的振幅与风速之间存在着明显的关系。用两种模型从反射信号中产生波形。波浪谱模型用于寻找海面斜率,即向上和横向方差,这些向上和横向方差作为Z-V散射模型的输入来产生功率波形。同时,还采集了GNSS-R数据采集试验点同一时域的实际风速。采用线性回归方法建立了风速与波形幅值之间的关系。这个关系式被用来测量海风的速度。结果表明,估算风速与实际风速吻合较好,模型波形与实际数据波形吻合较好。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Sea Wind Speed Estimation from Power Waveforms of GNSS-R Delay Signals of Beidou MEO Satellite
This paper focuses the characteristics of power waveforms according to different wind speed of sea surface and then sea wind speed is estimated from the amplitude of power waveforms. The power waveforms are generated from the delay signals of Beidou MEO satellite. The remote sensing of GNSS concept is utilized to get information from sea surface. Because, this technique has been already proved as an effective tool to retrieve significant information from earth's surface since last twenty years. Still now, it has been utilizing as an advance technique for sea state monitoring, i.e. sea wind speed & direction, sea wave height, sea roughness measurement and so on. It is mainly generated the waveforms of Beidou MEO satellite for direct and reflected signals. It is obtained that the amplitude & shape of these power waveforms are varying according to wind speed. It is indicated that there is a sharp relationship between the amplitude of the waveforms and sea wind speeds. Two models are used to generate the waveforms from reflected signals. The wave spectrum model is used to find sea surface slopes i.e. up & cross variance and these up & cross variance is used as input on Z-V scattering model to generate power waveforms. The real wind speed of the experiment site of GNSS-R data collection for same time domain is also collected. The linear regression method is used to established a relationship between wind speeds and amplitudes of the waveforms. This relation is used to measure the sea wind speed. It is found that estimated wind speeds are matched closely with real wind speed and model waveforms performs good results with real data waveforms.
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