Title :
Denoising of lightning electric field signals using fractional Fourier transform
Author :
Rojas, Herbert ; Cortes, Camilo ; Santamaria, Francisco
Author_Institution :
Electromagn. Compatibility Group, Univ. Nac. de Colombia, Bogota, Colombia
Abstract :
In recent years, several activities have been carried out by EMC-UNC (research group) to measure, study and classify the parameters of lightning electric fields signals in Bogotá, Colombia. However, measurements are distorted and exhibit significant noise levels caused by undesired signals from the electromagnetic environment together with other types of disturbances produced by the measuring system, which inevitably introduces noise in signal measurements. This paper shows the results of applying the fractional Fourier transform (FRFT) as an alternative technique to reduce the presence of noise and also of undesired signal components within a set of electric field signatures. Basic conditions to carry out the filtering process in the fractional Fourier domain (FRFd) are presented. Afterwards, some lightning electric field temporal characteristics are analyzed by using the processed signatures. Important differences between processed and measured waveforms are observed.
Keywords :
Fourier transforms; electromagnetic compatibility; lightning protection; signal denoising; Bogota; Colombia; EMC-UNC research group; electric field signatures; electromagnetic environment; filtering process; fractional Fourier domain; fractional Fourier transform; lightning electric field signal; signal denoising; signal measurements; undesired signal components; Electric fields; Electric variables measurement; Filtering; Lightning; Noise; Noise measurement; Sea measurements; denoising; electric field; filtering; fractional Fourier domains; fractional Fourier transform; lightning;
Conference_Titel :
Lightning Protection (ICLP), 2012 International Conference on
Conference_Location :
Vienna
Print_ISBN :
978-1-4673-1898-3
Electronic_ISBN :
978-1-4673-1896-9
DOI :
10.1109/ICLP.2012.6344255