Modulation classification analysis of CNN model for wireless communication systems

Modulation classification (MC) is a critical task in wireless communication systems, enabling the identification of the modulation class in the received signals. In this paper, we analyzed a novel multi-layer convolutional neural network (CNN) to extract hierarchical features directly from the raw b...

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Bibliographic Details
Main Authors: Tamizhelakkiya K, Sabitha Gauni, Prabhu Chandhar
Format: Article
Language:English
Published: AIMS Press 2023-10-01
Series:AIMS Electronics and Electrical Engineering
Subjects:
Online Access:https://www.aimspress.com/article/doi/10.3934/electreng.2023018?viewType=HTML