2022
DOI: 10.3390/s23010215
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Estimation of a Spectral Correlation Function Using a Time-Smoothing Cyclic Periodogram and FFT Interpolation—2N-FFT Algorithm

Abstract: This article addresses the problem of estimating the spectral correlation function (SCF), which provides quantitative characterization in the frequency domain of wide-sense cyclostationary properties of random processes which are considered to be the theoretical models of observed time series or discrete-time signals. The theoretical framework behind the SCF estimation is briefly reviewed so that an important difference between the width of the resolution cell in bifrequency plane and the step between the cent… Show more

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Cited by 10 publications
(3 citation statements)
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“…The cyclic spectrum (22) can be consistently estimated using the frequency-smoothed cyclic periodogram [1], [2] (Section 5.2.3), [44] (Chapter 13), [45] (Section 4.6) or with the time-smoothed cyclic periodogram [1] (Chapter 13), [2] (Section 5.2.4), [45] (Section 4.5), [46].…”
Section: Cyclic Spectrummentioning
confidence: 99%
“…The cyclic spectrum (22) can be consistently estimated using the frequency-smoothed cyclic periodogram [1], [2] (Section 5.2.3), [44] (Chapter 13), [45] (Section 4.6) or with the time-smoothed cyclic periodogram [1] (Chapter 13), [2] (Section 5.2.4), [45] (Section 4.5), [46].…”
Section: Cyclic Spectrummentioning
confidence: 99%
“…Analytical methods were algorithmized with the development of computer technologies, and as a result, computer software for automated calculation was developed. As an example of a perspective technique, one can consider a recently developed approach to power analysis [6,7] which is exploiting cyclostationary properties [8,9] of voltage and current signals. Such an approach can mitigate the arbitrary periodic excitation which may be chosen as a possible way to further improve the tool presented in this paper.…”
Section: Introductionmentioning
confidence: 99%
“…Currently, antenna arrays with digital beamforming are increasingly used in radio systems for various purposes [49][50][51]. There are obvious advances in the theory of digital signal processing (DSP) [52,53], as well as in the production of modern circuit components [54][55][56][57].…”
Section: Introductionmentioning
confidence: 99%