Deep Learning-Based Beamforming Optimization for Deep Learning-Based Beamforming Optimization for Reconfigurable Intelligent Surface-Assisted Wireless Reconfigurable Intelligent Surface-Assisted Wireless Communication Systems Communication Systems
Deep Learning-Based Beamforming Optimization for Deep Learning-Based Beamforming Optimization for Reconfigurable Intelligent Surface-Assisted Wireless Reconfigurable Intelligent Surface-Assisted Wireless Communication Systems Communication Systems
Mohammed Firas Jassim,A. T. Mohammed,Osamah Abdullah
0 Citations
TLDR
This research investigates how deep learning might be used to optimize beamforming in wireless communication systems that are helped by Reconfigurable Intelligent Surfaces (RIS), and demonstrates that beamforming based on deep learning can reach near-optimal performance.