Deep Learning to Predict the Number of Antennas in a Massive MIMO Setup Based on Channel Characteristics

2021 ◽  
pp. 3-18
Author(s):  
Sharan Chandra ◽  
E. S. Gopi ◽  
Hrishikesh Shekhar ◽  
Pranav Mani
Keyword(s):  
Deep Learning ◽  
Massive Mimo ◽  
Channel Characteristics

scholarly journals Performance Enhancement of Massive MIMO Using Deep Learning-Based Channel Estimation

2021 ◽  
Vol 1051 (1) ◽  
pp. 012029
Author(s):  
H M N Helmy ◽  
S El Daysti ◽  
H Shatila ◽  
M Aboul-Dahab
Keyword(s):  
Deep Learning ◽  
Channel Estimation ◽  
Massive Mimo ◽  
Performance Enhancement

Deep Learning Based Downlink Channel Covariance Estimation for FDD Massive MIMO Systems

2021 ◽  
pp. 1-1
Author(s):  
Zou Linfu ◽  
Pan Zhiwen ◽  
Jiang Huilin ◽  
Liu Nan ◽  
You Xiaohu
Keyword(s):  
Deep Learning ◽  
Massive Mimo ◽  
Mimo Systems ◽  
Covariance Estimation

A Novel Compression CSI Feedback based on Deep Learning for FDD Massive MIMO Systems

2021 ◽  
Author(s):  
Yuting Wang ◽  
Yibin Zhang ◽  
Jinlong Sun ◽  
Guan Gui ◽  
Tomoaki Ohtsuki ◽  
...  
Keyword(s):  
Deep Learning ◽  
Massive Mimo ◽  
Mimo Systems ◽  
Csi Feedback

A Deep Learning Detector for 3D Massive MIMO Systems with Impulsive Noise

2021 ◽  
Author(s):  
Shuchen Wang ◽  
Fei Li ◽  
Ting Li ◽  
Wei Ji ◽  
Yan Liang
Keyword(s):  
Deep Learning ◽  
Massive Mimo ◽  
Mimo Systems ◽  
Impulsive Noise

MRFNet: A Deep Learning-Based CSI Feedback Approach of Massive MIMO Systems

2021 ◽  
pp. 1-1
Author(s):  
Zhengyang Hu ◽  
Jianhua Guo ◽  
Guanzhang Liu ◽  
Hanying Zheng ◽  
Jiang Xue
Keyword(s):  
Deep Learning ◽  
Massive Mimo ◽  
Mimo Systems ◽  
Csi Feedback
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