Revised fast convolution

It is assumed that linear time-invariant (LTI) system input signal samples are updated by a sensor in real time. It is urgent for every new input sample or for small part of new samples to update a convolution as well. The idea is that fast Fourier transform (FFT) algorithm, used to calculate output...

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Main Author: Rimantas Pupeikis
Format: Article
Language:English
Published: Vilnius University Press 2016-12-01
Series:Lietuvos Matematikos Rinkinys
Subjects:
Online Access:https://www.journals.vu.lt/LMR/article/view/14964
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author Rimantas Pupeikis
author_facet Rimantas Pupeikis
author_sort Rimantas Pupeikis
collection DOAJ
description It is assumed that linear time-invariant (LTI) system input signal samples are updated by a sensor in real time. It is urgent for every new input sample or for small part of new samples to update a convolution as well. The idea is that fast Fourier transform (FFT) algorithm, used to calculate output frequency samples (f.s.), should not be recalculated with every new input sample. It is needed just to modify the convolution algorithm, when the new input sample replaces the old one. An example of computation of the convolution with ordinary and modified 8-point Fourier code matrix is presented.
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spelling doaj.art-031b54810cb54fdda5010e48964d2ec92022-12-22T03:11:55ZengVilnius University PressLietuvos Matematikos Rinkinys0132-28182335-898X2016-12-0157A10.15388/LMR.A.2016.18Revised fast convolutionRimantas Pupeikis0Vilnius UniversityIt is assumed that linear time-invariant (LTI) system input signal samples are updated by a sensor in real time. It is urgent for every new input sample or for small part of new samples to update a convolution as well. The idea is that fast Fourier transform (FFT) algorithm, used to calculate output frequency samples (f.s.), should not be recalculated with every new input sample. It is needed just to modify the convolution algorithm, when the new input sample replaces the old one. An example of computation of the convolution with ordinary and modified 8-point Fourier code matrix is presented.https://www.journals.vu.lt/LMR/article/view/14964LTI systemDFTIDFTFFTconvolution
spellingShingle Rimantas Pupeikis
Revised fast convolution
Lietuvos Matematikos Rinkinys
LTI system
DFT
IDFT
FFT
convolution
title Revised fast convolution
title_full Revised fast convolution
title_fullStr Revised fast convolution
title_full_unstemmed Revised fast convolution
title_short Revised fast convolution
title_sort revised fast convolution
topic LTI system
DFT
IDFT
FFT
convolution
url https://www.journals.vu.lt/LMR/article/view/14964
work_keys_str_mv AT rimantaspupeikis revisedfastconvolution