Machine Learning-Based Channel Prediction Exploiting Frequency Correlation in Massive MIMO Wideband Systems

2021 ◽  
Author(s):  
Beomsoo Ko ◽  
Hwanjin Kim ◽  
Junil Choi
Keyword(s):  
Machine Learning ◽  
Massive Mimo ◽  
Frequency Correlation ◽  
Channel Prediction ◽  
Wideband Systems

scholarly journals Massive MIMO Channel Prediction: Kalman Filtering vs. Machine Learning

2020 ◽  
pp. 1-1
Author(s):  
Hwanjin Kim ◽  
Sucheol Kim ◽  
Hyeongtaek Lee ◽  
Chulhee Jang ◽  
Yongyun Choi ◽  
...  
Keyword(s):  
Machine Learning ◽  
Kalman Filtering ◽  
Massive Mimo ◽  
Mimo Channel ◽  
Channel Prediction

scholarly journals Machine Learning-Based Channel Prediction in Massive MIMO With Channel Aging

2020 ◽  
Vol 19 (5) ◽  
pp. 2960-2973 ◽  
Author(s):  
Jide Yuan ◽  
Hien Quoc Ngo ◽  
Michail Matthaiou
Keyword(s):  
Machine Learning ◽  
Massive Mimo ◽  
Channel Prediction

scholarly journals Machine Learning for Beam Alignment in Millimeter Wave Massive MIMO

2020 ◽  
Vol 9 (6) ◽  
pp. 875-878 ◽  
Author(s):  
Wenyan Ma ◽  
Chenhao Qi ◽  
Geoffrey Ye Li
Keyword(s):  
Machine Learning ◽  
Millimeter Wave ◽  
Massive Mimo
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