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scholarly journals Fully connected layer‐shared network architecture for massive MIMO CSI feedback

2022 ◽  
Author(s):  
Boyuan Zhang ◽  
Haozhen Li ◽  
Xin Liang ◽  
Xinyu Gu ◽  
Lin Zhang
Keyword(s):  
Network Architecture ◽  
Massive Mimo ◽  
Csi Feedback ◽  
Shared Network ◽  
Fully Connected

scholarly journals AI enlightens wireless communication: Analyses, solutions and opportunities on CSI feedback

2021 ◽  
Vol 18 (11) ◽  
pp. 104-116
Author(s):  
Han Xiao ◽  
Zhiqin Wang ◽  
Wenqiang Tian ◽  
Xiaofeng Liu ◽  
Wendong Liu ◽  
...  
Keyword(s):  
Wireless Communication ◽  
Csi Feedback

scholarly journals Machine learning-based adaptive CSI feedback interval

ICT Express ◽  
2021 ◽  
Author(s):  
Seunghui Hong ◽  
Sanguk Jo ◽  
Jaewoo So
Keyword(s):  
Machine Learning ◽  
Csi Feedback

DFECsiNet: Exploiting Diverse Channel Features for Massive MIMO CSI Feedback

2021 ◽  
Author(s):  
Yamei Xu ◽  
Ming Zhao ◽  
Sihai Zhang ◽  
Hu Jin
Keyword(s):  
Massive Mimo ◽  
Csi Feedback

Knowledge-distillation-aided Lightweight Neural Network for Massive MIMO CSI Feedback

2021 ◽  
Author(s):  
Huaze Tang ◽  
Jiajia Tang ◽  
Michail Matthaiou ◽  
Chao-Kai Wen ◽  
Shi Jin
Keyword(s):  
Neural Network ◽  
Massive Mimo ◽  
Knowledge Distillation ◽  
Csi Feedback

AI-enhanced Codebook-based CSI Feedback in FDD Massive MIMO

2021 ◽  
Author(s):  
Jiajia Guo ◽  
Chao-Kai Wen ◽  
Muhan Chen ◽  
Shi Jin
Keyword(s):  
Massive Mimo ◽  
Csi Feedback

Prediction of 5G New Radio Wireless Channel Path Gains and Delays Using Machine Learning and CSI Feedback

2021 ◽  
Author(s):  
Ben Earle ◽  
Ala'a Al-Habashna ◽  
Gabriel Wainer ◽  
Xingliang Li ◽  
Guoqiang Xue
Keyword(s):  
Machine Learning ◽  
Wireless Channel ◽  
New Radio ◽  
Csi Feedback

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

Deep Transfer Learning for 5G Massive MIMO Downlink CSI Feedback

2021 ◽  
Author(s):  
Jun Zeng ◽  
Zhengran He ◽  
Jinlong Sun ◽  
Bamidele Adebisi ◽  
Haris Gacanin ◽  
...  
Keyword(s):  
Transfer Learning ◽  
Massive Mimo ◽  
Csi Feedback ◽  
Mimo Downlink
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