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SMTrans

Code for "SMTrans: An Efficient Automatic Modulation Recognition Network Based on the Scale-Aware Modulation Transformer".

Yang Huo, Chao Wang, Jiakai Liang, Keqiang Yue, Wenjun Li

Zhejiang Integrated Circuits and Intelligent Hardware Collaborative Innovation Center, Hangzhou Dianzi University, 310018, China

[Paper]|[Code]

Citation

Please consider citing our paper if you find it helpful in your research:

@article{HUO2026102966,
title = {SMTrans: An efficient automatic modulation recognition network based on the scale-aware modulation transformer},
journal = {Physical Communication},
volume = {74},
pages = {102966},
year = {2026},
issn = {1874-4907},
doi = {https://doi.org/10.1016/j.phycom.2025.102966},
url = {https://www.sciencedirect.com/science/article/pii/S1874490725003696},
author = {Yang Huo and Chao Wang and Jiakai Liang and Keqiang Yue and Wenjun Li},
keywords = {Automatic modulation recognition, Deep learning, Convolutional neural networks, Transformers, Data augmentation}
}

License

This project is licensed under the MIT License - see the LICENSE file for details.

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Official repository of paper "SMTrans: An Efficient Automatic Modulation Recognition Network Based on the Scale-Aware Modulation Transformer".

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