Machine Learning Techniques Applied to Multiband Spectrum Sensing in Cognitive Radios

In this work, three specific machine learning techniques (neural networks, expectation maximization and <i>k</i>-means) are applied to a multiband spectrum sensing technique for cognitive radios. All of them have been used as a classifier using the approximation coefficients from a Multi...

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Bibliographic Details
Main Authors: Yanqueleth Molina-Tenorio, Alfonso Prieto-Guerrero, Rafael Aguilar-Gonzalez, Silvia Ruiz-Boqué
Format: Article
Language:English
Published: MDPI AG 2019-10-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/19/21/4715