automatic-modulation-classification

[IEEE-WCL] A Spatiotemporal Multi-Channel Learning Framework for Automatic Modulation Recognition

[TCCN 2023] Official code for "Towards the Automatic Modulation Classification with Adaptive Wavelet Network".

[ICASSP 2023] Official repo for "AMC-Net: An Effective Network for Automatic Modulation Classification".

Meta-Transformer: A meta-learning framework for scalable automatic modulation classification

Code for "Complex-Valued Depthwise Separable Convolutional Neural Network for Automatic Modulation Classification"

This is the official implementation for the paper: "A Contrastive Learner for Automatic Modulation Classification" (IEEE Trans. Wireless Commun., vol. 24, no. 4, 2025).

Code containing various models for automatic modulation classification (AMC).

Official code for "EMC²-Net: Joint Equalization and Modulation Classification based on Constellation Network", ICASSP 2023.

Deep learning based automatic modulation classification for sub-carriers of OFDM signals.

Train a CNN for classifying digital modulation

Energy-Modulated Gain (EMG) that the sufficient-statistic-driven conditional normalization layer for automatic modulation recognition, with EMGNet and five baselines on RML2016.10a, RML2018.01a, and HisarMod2019.

Automatic modulation classification for six simulated I/Q signal classes using DSP features, Random Forest, a compact 1D CNN, and a Streamlit workbench.

Deployment-guided automatic modulation classification for bare-metal MCU-class IoT edge devices using DSC-AMCNet.