Dreifuerst, Ryan M.
- Optimizing Coverage and Capacity in Cellular Networks using Machine\n Learning
2020/10/22 by Ryan M. Dreifuerst, Dreifuerst, Ryan M., Samuel Daulton +17 · 3 citations
Engineering · Computer Science · #Advanced MIMO Systems Optimization #Advanced Wireless Network Optimization #Wireless Communication Networks Research
- ML Codebook Design for Initial Access and CSI Type-II Feedback in Sub-6GHz 5G NR
2023/03/06 by Dreifuerst, Ryan M., Heath, Robert W. · 2 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Hierarchical ML Codebook Design for Extreme MIMO Beam Management
2023/11/24 by Dreifuerst, Ryan M., Heath, Robert W. · 2 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Massive MIMO in 5G: How Beamforming, Codebooks, and Feedback Enable Larger Arrays
2023/01/31 by Ryan M. Dreifuerst, Dreifuerst, Ryan M., Robert W. Heath +1 · 1 citation
Engineering · #Advanced MIMO Systems Optimization #Antenna Design and Analysis #Antenna Design and Optimization