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A noval approach for Lower Atmospheric signals using Peak Detection method

机译:利用峰值检测方法降低大气信号的新方法

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The main objective of the Lower Atmospheric Wind Profiler (LAWP) is used to identify the atmospheric echoes and spectral moments estimation is most important for the study of turbulence and dynamics of the atmosphere. Signal processing of atmospheric radar signals is necessary to measure the height profile of wind vector by detecting the Doppler shift of echoes and Signal to Noise Ratio (SNR). The signals, which are processed in the present work has been obtained from the LAWP radar at National Atmospheric Research Laboratory (NARL), Gadanki, India. SNR and Doppler shift computation are important parameters in radar signal processing. Signal detection is carried out by identifying the largest peak in the Doppler power spectrum. This paper discusses improvement of Doppler shift using Peak Detection Algorithm (PDA) for LAWP signals. The threshold can detect the fake peaks that are adjacent to the real one. To get the true position of the object, fake peaks should be removed and this can be possible by using Peak Detection Algorithm. Effective Doppler shift for LAWP data is obtained by using Peak Detection Algorithm and compared with the Doppler obtained for LAWP data using Wavelet. Results show that there is an effective Doppler shift after using Peak Detection Algorithm for LAWP signals.
机译:较低大气风廓线仪(LAWP)的主要目标是用于识别大气回波,而频谱矩估计对于研究大气的湍流和动力学至关重要。大气雷达信号的信号处理对于通过检测回波的多普勒频移和信噪比(SNR)来测量风矢量的高度剖面是必需的。在本工作中处理的信号是从印度Gadanki国家大气研究实验室(NARL)的LAWP雷达获得的。 SNR和多普勒频移计算是雷达信号处理中的重要参数。通过识别多普勒功率谱中的最大峰值来执行信号检测。本文讨论了使用峰值检测算法(PDA)对LAWP信号进行多普勒频移的改进。该阈值可以检测与真实峰相邻的假峰。为了获得物体的真实位置,应去除假峰,这可以通过使用峰检测算法来实现。使用峰值检测算法获得LAWP数据的有效多普勒频移,并将其与使用小波获得的LAWP数据的多普勒频移进行比较。结果表明,使用峰值检测算法对LAWP信号进行有效的多普勒频移。

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