A novel method to detect almost cyclostationary structure
Mohammad Reza Mahmoudi, Dumitru Bǎleanu, Bùi Anh Tuấn, Kim-Hung Pho
Abstract
This paper is devoted to establish a computational approach to investigate that a discrete-time almost cyclostationary model is a suitable choice to fit on an observed dataset. The main idea is estimating the support of spectra and applying multiple testing. The simulated and real datasets are applied to study the performance of the introduced approach. The results confirm that the presented method acts efficiently in view of power study.
Topics & Concepts
Cyclostationary processComputer scienceAlgorithmData miningTelecommunicationsChannel (broadcasting)Spectroscopy and Chemometric AnalysesBlind Source Separation TechniquesControl Systems and Identification