An Encoder-Decoder Network for Beamforming over Sparse Large-Scale MIMO Channels

Yubo Zhang, Jeremy Johnston, Xiaodong Wang

We develop an end-to-end deep learning framework for downlink beamforming in large-scale sparse MIMO channels. The core is a deep EDN architecture with three modules: (i) an encode…