Yuxin Lu

A Learning Approach to Cooperative Communication System Design

2020

The cooperative relay network is a type of multi-terminal communication system. We present in this paper a Neural Network (NN)-based autoencoder (AE) approach to optimize its design. This approach implements a classical three-node cooperative system …

Deep Autoencoder Learning for Relay-Assisted Cooperative Communication Systems

2020 · IEEE Transactions on Communications

Emerging recently as a novel concept in communication system design, end-to-end learning introduces deep neural networks (NNs) to represent the transmitter and receiver functions. Consequently, the whole system can be interpreted as an autoencoder (AE), …