[IEEE-WCL] A Spatiotemporal Multi-Channel Learning Framework for Automatic Modulation Recognition
-
Updated
Jun 25, 2024 - Python
#
automatic-modulation-classification
Here are 11 public repositories matching this topic...
[TCCN 2023] Official code for "Towards the Automatic Modulation Classification with Adaptive Wavelet Network".
deep-neural-networks automatic-modulation-recognition lifting-scheme automatic-modulation-classification
-
Updated
May 16, 2024 - Python
[ICASSP 2023] Official repo for "AMC-Net: An Effective Network for Automatic Modulation Classification".
-
Updated
May 16, 2024 - Python
Meta-Transformer: A meta-learning framework for scalable automatic modulation classification
-
Updated
May 7, 2024 - Python
Code for "Complex-Valued Depthwise Separable Convolutional Neural Network for Automatic Modulation Classification"
deep-learning supervised-learning convolutional-neural-networks depthwise-separable-convolutions signal-classification radioml automatic-modulation-recognition complex-valued-neural-networks automatic-modulation-classification lightweight-models
-
Updated
Jan 24, 2024 - Python
This is the official implementation for the paper: "A Contrastive Learner for Automatic Modulation Classification" (IEEE Trans. Wireless Commun., vol. 24, no. 4, 2025).
deep-learning contrastive-learning automatic-modulation-classification radar-signal radioml-2018-01a
-
Updated
Sep 21, 2025 - Python
Code containing various models for automatic modulation classification (AMC).
deep-neural-networks pytorch-implementation automatic-modulation-recognition automatic-modulation-classification deep-neural-networks-with-pytorch
-
Updated
Oct 5, 2024 - Python
Official code for "EMC²-Net: Joint Equalization and Modulation Classification based on Constellation Network", ICASSP 2023.
deep-learning modulation-classification automatic-modulation-recognition automatic-modulation-classification
-
Updated
May 30, 2023 - Python
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.
deep-learning signal-processing pytorch wireless-communications radioml automatic-modulation-recognition automatic-modulation-classification hisarmod
-
Updated
May 9, 2026 - Python
Why do automatic modulation classifiers lose accuracy on a new domain? Measuring, explaining and closing the gap on RadioML 2016.10a and 2018.01A. PyTorch, ICRNNA reproduction, literature baselines.
deep-learning signal-processing pytorch wireless-communications cognitive-radio radioml domain-shift automatic-modulation-classification
-
Updated
Oct 29, 2026 - Python
Wireless modulation classification with MATLAB, NumPy, PyTorch, channel simulation, and SNR robustness analysis.
machine-learning signal-processing matlab pytorch wireless-communications automatic-modulation-classification
-
Updated
Oct 6, 2026 - Python
Add this topic to your repo
To associate your repository with the automatic-modulation-classification topic, visit your repo's landing page and select "manage topics."