Goodness of fit test for almost cyclostationary processes

This paper is devoted to present a goodness of fit test for discrete-time almost cyclostationary models. The main strategy is based on the spectral support estimation and the application of multiple testing. The results of applying the presented method on simulated and real datasets confirm that the...

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Bibliographic Details
Published in:Digital signal processing 2020-01, Vol.96, p.102597, Article 102597
Main Authors: Mahmoudi, Mohammad Reza, Heydari, Mohammad Hossein, Avazzadeh, Zakieh, Pho, Kim-Hung
Format: Article
Language:English
Subjects:
Almost cyclostationary
Almost periodically correlated
Detection
Discrete Fourier transform
Multiple testing
Spectral analysis
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Summary:This paper is devoted to present a goodness of fit test for discrete-time almost cyclostationary models. The main strategy is based on the spectral support estimation and the application of multiple testing. The results of applying the presented method on simulated and real datasets confirm that the introduced approach acts well in view of power study.
ISSN:1051-2004
1095-4333
DOI:10.1016/j.dsp.2019.102597