most citedNeural Network Based Optimization of Transmit Beamforming and RIS Coefficients Using Channel Covariances in MISO Downlink

4 citations · 4 across the 1 of their papers we have counts for

collaborators

1 paper

cs.IT2023★ 4 cited

Neural Network Based Optimization of Transmit Beamforming and RIS Coefficients Using Channel Covariances in MISO Downlink

Khin Thandar Kyaw, Wiroonsak Santipach, Kritsada Mamat +3

We propose an unsupervised beamforming neural network (BNN) and a supervised reconfigurable intelligent surface (RIS) convolutional neural network (CNN) to optimize transmit beamfo…