Modulation classification analysis of CNN model for wireless communication systems
K Tamizhelakkiya,
Sabitha Gauni,
Prabhu Chandhar
Abstract:<abstract><p>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 baseband samples. Moreover, we compared the training and testing accuracy of the CNN model for various decimation rates, input sample size and the number of convolutional layers. The results … Show more
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