Ryan M. Dreifuerst

Massive MIMO in 5G: How Beamforming, Codebooks, and Feedback Enable Larger Arrays

Ryan M. Dreifuerst, Robert W. Heath · IEEE Communications Magazine · 2023 · 69 citations

Engineering, Communication, Electrical Engineering +17

Deep Learning-based Carrier Frequency Offset Estimation with One-Bit ADCs

Ryan M. Dreifuerst, Robert W. Heath, Mandar N. Kulkarni et al. · 2020 · 33 citations

Engineering, Computer Science, Electrical Engineering +13

Intent-Aware Radio Resource Scheduling in a RAN Slicing Scenario Using Reinforcement Learning

Cleverson Nahum, Victor Hugo L. Lopes, Ryan M. Dreifuerst et al. · IEEE Transactions on Wireless Communications · 2023 · 29 citations

Computing, Computer Systems, Mobile Computing +15

Machine Learning Codebook Design for Initial Access and CSI Type-II Feedback in Sub-6-GHz 5G NR

Ryan M. Dreifuerst, Robert W. Heath · IEEE Transactions on Wireless Communications · 2023 · 16 citations

Engineering, Computer Engineering, Electrical Engineering +17

Deep Reinforcement Learning-Based Scheduling for Multiband Massive MIMO

Victor Hugo L. Lopes, Cleverson Nahum, Ryan M. Dreifuerst et al. · IEEE Access · 2022 · 12 citations · Full text

Computing, Computer Systems, Machine Learning +16