基于局部多项式傅里叶变换的雷击电场时频特征分析

H. Rojas, C. Cortés, F. Roman
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引用次数: 1

摘要

在过去的二十年里,人们利用数学和信号处理技术对各种闪电事件进行了分析。本文利用局部多项式傅里叶变换(LPFT)分析了负首冲程和负后冲程辐射的电场波形。由LPFT提供的分析显示了信号的瞬时频率(IF)及其一阶导数。电场信号来自发生在哥伦比亚波哥大的雷暴。此外,还以局部多项式周期图(LPP)的形式描述了回冲程能量集中。LPP表明,回程冲程频谱分布在一个频率范围内,峰值分布在该范围的特定部分。从LPFT提供的时频分析来看,负首回冲程辐射的能量保持在低频(低于1 kHz)至36 kHz的平均频率范围内,而后续冲程辐射的能量在0.5-42 kHz之间。此外,对于瞬态脉冲的初始阶段和超调区,第一次回波信号的频率范围略高于随后的回波信号。
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Time-frequency features of lightning-generated electric fields appliying the Local Polynomial Fourier Transform (LPFT)
In the last two decades, various lightning events have been analyzed using mathematical and signal processing techniques. In this paper, electric field waveforms radiated by negative first and subsequent strokes were analyzed using the Local Polynomial Fourier Transform (LPFT). The analysis provided by LPFT shows the instantaneous frequency (IF) of the signals and its first derivative. The electric field signatures came from a thunderstorm occurred in Bogotá, Colombia. In addition, the return stroke energy concentration is presented in the form of the Local Polinomial Periodogram (LPP). The LPP shows that the return stroke spectrum is distributed in a frequency range with the peak value spread in a specific part of this range. Form the time-frequency analysis provided by LPFT, the energy radiated by negative first return strokes remains in the average frequency range from low frequency (lower than 1 kHz) up to 36 kHz, while the energy radiated by subsequent strokes ranges between 0.5-42 kHz. In addition, for the initial stage and the overshoot region of the transient pulse, the first return stroke signatures present a frequency range slightly higher than those of the subsequent return strokes.
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