A Fourier based algorithm to estimate the period of a sampled signal
Given a sampled signal, in general, is not possible to compute its period, but just an approximation. We propose an algorithm to approximate the period, based on the Discrete Fourier Transform. If that transformation uses data length for multiples of the true period, some of its harmonics have null...
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Universidad Distrital Francisco José de Caldas
2017-12-01
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doaj-03a59e933a4f454fbc73b51ca51c6c042020-11-25T03:44:37ZengUniversidad Distrital Francisco José de CaldasVisión Electrónica1909-97462248-47282017-12-0111215216010.14483/22484728.1462414624A Fourier based algorithm to estimate the period of a sampled signalJosé Danilo Rairán AntolinesGiven a sampled signal, in general, is not possible to compute its period, but just an approximation. We propose an algorithm to approximate the period, based on the Discrete Fourier Transform. If that transformation uses data length for multiples of the true period, some of its harmonics have null value. Thus, the best candidate to be a multiple of the period minimizes the value of those harmonics. The validation for noiseless data shows an upper bound in the error equal to a quarter of the time between two consecutive samples, whereas the result for noisy data demonstrates robustness. As application, the algorithm estimates the period of physiological signals, and tracks the frequency of the power grid in real time, which evidence its versatilityhttps://revistas.udistrital.edu.co/index.php/visele/article/view/14624period estimationphysiological signalspower grid frequencydiscrete fourier transform |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
José Danilo Rairán Antolines |
spellingShingle |
José Danilo Rairán Antolines A Fourier based algorithm to estimate the period of a sampled signal Visión Electrónica period estimation physiological signals power grid frequency discrete fourier transform |
author_facet |
José Danilo Rairán Antolines |
author_sort |
José Danilo Rairán Antolines |
title |
A Fourier based algorithm to estimate the period of a sampled signal |
title_short |
A Fourier based algorithm to estimate the period of a sampled signal |
title_full |
A Fourier based algorithm to estimate the period of a sampled signal |
title_fullStr |
A Fourier based algorithm to estimate the period of a sampled signal |
title_full_unstemmed |
A Fourier based algorithm to estimate the period of a sampled signal |
title_sort |
fourier based algorithm to estimate the period of a sampled signal |
publisher |
Universidad Distrital Francisco José de Caldas |
series |
Visión Electrónica |
issn |
1909-9746 2248-4728 |
publishDate |
2017-12-01 |
description |
Given a sampled signal, in general, is not possible to compute its period, but just an approximation. We propose an algorithm to approximate the period, based on the Discrete Fourier Transform. If that transformation uses data length for multiples of the true period, some of its harmonics have null value. Thus, the best candidate to be a multiple of the period minimizes the value of those harmonics. The validation for noiseless data shows an upper bound in the error equal to a quarter of the time between two consecutive samples, whereas the result for noisy data demonstrates robustness. As application, the algorithm estimates the period of physiological signals, and tracks the frequency of the power grid in real time, which evidence its versatility |
topic |
period estimation physiological signals power grid frequency discrete fourier transform |
url |
https://revistas.udistrital.edu.co/index.php/visele/article/view/14624 |
work_keys_str_mv |
AT josedanilorairanantolines afourierbasedalgorithmtoestimatetheperiodofasampledsignal AT josedanilorairanantolines fourierbasedalgorithmtoestimatetheperiodofasampledsignal |
_version_ |
1724513711115206656 |