This is the repo for the paper entitled "Learning-based signal detection for MIMO systems with unknown noise statistics ". We proposed MANFE, a MIMO signal detection framework that does not require any statistical knowledge on the noise.
you check the preprint on arXiv.
if you find this paper is useful for your research, please consider cite
@article{he2021learning,
title={Learning-based signal detection for MIMO systems with unknown noise statistics},
author={He, Ke and He, Le and Fan, Lisheng and Deng, Yansha and Karagiannidis, George K and Nallanathan, Arumugam},
journal={IEEE Transactions on Communications},
volume={69},
number={5},
pages={3025--3038},
year={2021},
publisher={IEEE}
}
Some code in nn.py are copied from openai::glow.