zjs919 / iRML

iRML Semantic-aware Communication Networks

Codes for the paper Imitation Learning-based Implicit Semantic-aware Communication Networks: Multi-layer Representation and Collaborative Reasoning

by Yong Xiao, Zijian Sun, Guangming Shi, Dusit Niyato，

accepted by IEEE Journal on Selected Areas in Communications (JSAC).

Preprint of the paper is available at: : https://ieeexplore.ieee.org/abstract/document/10000405.

How to Use

Follow the instructions under different folders to get the numerical results of each module within the proposed architecture.

If you use our code, please cite the paper

@ARTICLE{10000405,
  author={Xiao, Yong and Sun, Zijian and Shi, Guangming and Niyato, Dusit},
  journal={IEEE Journal on Selected Areas in Communications}, 
  title={Imitation Learning-Based Implicit Semantic-Aware Communication Networks: Multi-Layer Representation and Collaborative Reasoning}, 
  year={2023},
  volume={41},
  number={3},
  pages={639-658},
  doi={10.1109/JSAC.2022.3229419}}