论文标题

VHF宽带干涉仪闪电映射的Kalman滤波器和小波交叉相关

Kalman Filter and Wavelet Cross-correlation for VHF Broadband Interferometer Lightning Mapping

论文作者

Alammari, Ammar, Alkahtani, Ammar, Riduan, Mohd, Noman, Fuad, Esa, Mona Riza Mohd, Sabri, Muhammad Haziq Mohamad, Mohammad, Sulaiman Ali, Al-Khaleefa, Ahmed Salih, Kawasaki, Zen, Agelidis, Vassilios

论文摘要

近年来,基于垂直跨基线干涉仪(ITF)技术的闪电映射系统已迅速开发。已经提出了几种处理方法来估计雷击的时间位置和空间图。在本文中,单个非常高的频率(VHF)干涉仪用于模拟和增强闪电图。我们对使用不同的处理技术和程序进行比较研究来增强闪电VHF辐射的定位和映射。基准环境涉及使用不同的降低降噪和互相关方法。此外,引入了插值技术以使相关峰平滑以更准确的闪电定位。分析了正狭窄的双极事件(NBE)闪电放电,并使用模拟和测量的闪电信号确认映射程序。结果表明,在小波域(CCWD)中使用小波降解和互相关时,可以实现雷电辐射源的良好估计,最小误差为3.46(度)。这项研究中进行的研究证实,ITF映射系统可以有效地映射闪电VHF辐射源。

A lightning mapping system based on perpendicular crossed baseline interferometer (ITF) technology has been developed rapidly in recent years. Several processing methods have been proposed to estimate the temporal location and spatial map of lightning strikes. In this paper, a single very high frequency (VHF) interferometer is used to simulate and augment the lightning maps. We perform a comparative study of using different processing techniques and procedures to enhance the localization and mapping of lightning VHF radiation. The benchmark environment involves the use of different noise reduction and cross-correlation methods. Moreover, interpolation techniques are introduced to smoothen the correlation peaks for more accurate lightning localization. A positive narrow bipolar event (NBE) lightning discharge is analyzed and the mapping procedure is confirmed using both simulated and measured lightning signals. The results indicate that a good estimation of lightning radiation sources is achieved when using wavelet denoising and cross-correlations in wavelet-domain (CCWD) with a minimal error of 3.46 (degrees). The investigations carried out in this study confirm that the ITF mapping system could effectively map the lightning VHF radiation source.

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