End-to-end learning of communications systems without a channel model

FA Aoudia, J Hoydis - 2018 52nd Asilomar Conference on …, 2018 - ieeexplore.ieee.org
The idea of end-to-end learning of communications systems through neural network (NN)-
based autoencoders has the shortcoming that it requires a differentiable channel model. We …
被引用次数：212 相关文章

End-to-End Learning of Communications Systems Without a Channel Model

FA Aoudia, J Hoydis - arXiv preprint arXiv:1804.02276, 2018 - arxiv.org
The idea of end-to-end learning of communications systems through neural network-based
autoencoders has the shortcoming that it requires a differentiable channel model. We …