About and citation¶

Experimental setup¶

Experimental setup

Authors and citation¶

If you find this repository helpful, please cite our work:

[ISCAS 2024] OpenDPD: An Open-Source End-to-End Learning & Benchmarking Framework for Wideband Power Amplifier Modeling and Digital Pre-Distortion

@INPROCEEDINGS{Wu2024ISCAS,
  author={Wu, Yizhuo and Singh, Gagan Deep and Beikmirza, Mohammadreza and de Vreede, Leo C. N. and Alavi, Morteza and Gao, Chang},
  booktitle={2024 IEEE International Symposium on Circuits and Systems (ISCAS)}, 
  title={OpenDPD: An Open-Source End-to-End Learning & Benchmarking Framework for Wideband Power Amplifier Modeling and Digital Pre-Distortion}, 
  year={2024},
  volume={},
  number={},
  pages={1-5},
  keywords={Codes;Transmitters;OFDM;Power amplifiers;Artificial neural networks;Documentation;Benchmark testing;digital pre-distortion;behavioral modeling;deep neural network;power amplifier;digital transmitter},
  doi={10.1109/ISCAS58744.2024.10558162}}

[IMS/MWTL 2024] MP-DPD: Low-Complexity Mixed-Precision Neural Networks for Energy-Efficient Digital Pre-distortion of Wideband Power Amplifiers

@ARTICLE{Wu2024IMS,
  author={Wu, Yizhuo and Li, Ang and Beikmirza, Mohammadreza and Singh, Gagan Deep and Chen, Qinyu and de Vreede, Leo C. N. and Alavi, Morteza and Gao, Chang},
  journal={IEEE Microwave and Wireless Technology Letters}, 
  title={MP-DPD: Low-Complexity Mixed-Precision Neural Networks for Energy-Efficient Digital Predistortion of Wideband Power Amplifiers}, 
  year={2024},
  volume={},
  number={},
  pages={1-4},
  keywords={Deep neural network (DNN);digital predistortion (DPD);digital transmitter (DTX);power amplifier (PA);quantization},
  doi={10.1109/LMWT.2024.3386330}}

[IMS/MWTL 2025] DeltaDPD: Exploiting Dynamic Temporal Sparsity in Recurrent Neural Networks for Energy-Efficient Wideband Digital Predistortion

@article{Wu2025MWTL,
   title={DeltaDPD: Exploiting Dynamic Temporal Sparsity in Recurrent Neural Networks for Energy-Efficient Wideband Digital Predistortion},
   ISSN={2771-957X},
   url={http://dx.doi.org/10.1109/LMWT.2025.3565004},
   DOI={10.1109/lmwt.2025.3565004},
   journal={IEEE Microwave and Wireless Technology Letters},
   publisher={Institute of Electrical and Electronics Engineers (IEEE)},
   author={Wu, Yizhuo and Zhu, Yi and Qian, Kun and Chen, Qinyu and Zhu, Anding and Gajadharsing, John and de Vreede, Leo C. N. and Gao, Chang},
   year={2025},
   pages={1–4} }

Contributors¶

Chang Gao - Project Lead
Yizhuo Wu - Core Developer
Ang Li - Core Developer
Huanqiang Duan - Contributor
Ruishen Yang - Contributor
Qian Wu (qian.wu@ucdconnect.ie) - Contributor