Data-Driven Beam Selection for mmWave Communications with Machine and Deep Learning: An Angle of Arrival-Based Approach

2019 ◽  
Author(s):  
Carles Anton-Haro ◽  
Xavier Mestre
Keyword(s):  
Deep Learning ◽  
Data Driven ◽  
Angle Of Arrival ◽  
Beam Selection ◽  
Selection For

Data-driven method for training data selection for deep learning

2021 ◽  
Author(s):  
C. Lacombe ◽  
I. Hammoud ◽  
J. Messud ◽  
H. Peng ◽  
T. Lesieur ◽  
...  
Keyword(s):  
Deep Learning ◽  
Training Data ◽  
Data Selection ◽  
Data Driven ◽  
Selection For ◽  
Training Data Selection

Data-Driven-Based Analog Beam Selection for Hybrid Beamforming Under mm-Wave Channels

2018 ◽  
Vol 12 (2) ◽  
pp. 340-352 ◽  
Author(s):  
Yin Long ◽  
Zhi Chen ◽  
Jun Fang ◽  
Chintha Tellambura
Keyword(s):  
Data Driven ◽  
Beam Selection ◽  
Hybrid Beamforming ◽  
Selection For

scholarly journals Deep Learning-Based mmWave Beam Selection for 5G NR/6G With Sub-6 GHz Channel Information: Algorithms and Prototype Validation

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 51634-51646 ◽  
Author(s):  
Min Soo Sim ◽  
Yeon-Geun Lim ◽  
Sang Hyun Park ◽  
Linglong Dai ◽  
Chan-Byoung Chae
Keyword(s):  
Deep Learning ◽  
Beam Selection ◽  
Channel Information ◽  
Selection For

scholarly journals Deep learning driven beam selection for orthogonal beamforming with limited feedback

ICT Express ◽  
2021 ◽  
Author(s):  
Jinho Choi ◽  
Moldir Yerzhanova ◽  
Jihong Park ◽  
Yun Hee Kim
Keyword(s):  
Deep Learning ◽  
Limited Feedback ◽  
Beam Selection ◽  
Selection For
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