GAN-cov-matrix

Code for paper "Generative Adversarial Estimation of Channel Covariance in Vehicular Millimeter Wave Systems"

Requirement

Tensorflow 1.12 (TF 2.0 does not work)

Run training and tesing

Dataset

Testing dataset example is uploaded. Full datasets haven't been uploaded. To generate your own dataset, visit DeepMIMO.net and follow the paper.

Citation

If you find the code is useful, please kindly cite our paper. Thanks.

@inproceedings{li2018generative,
  title={Generative adversarial estimation of channel covariance in vehicular millimeter wave systems},
  author={Li, Xiaofeng and Alkhateeb, Ahmed and Tepedelenlio{\u{g}}lu, Cihan},
  booktitle={2018 52nd Asilomar Conference on Signals, Systems, and Computers},
  pages={1572--1576},
  year={2018},
  organization={IEEE}
}