Deep Learning based CSI Reconstruction with Limited Feedback for Massive MIMO Systems

2021 ◽  
Author(s):  
Xin Wang ◽  
Xiaolin Hou ◽  
Lan Chen ◽  
Yoshihisa Kishiyama ◽  
Takahiro Asai
Keyword(s):  
Deep Learning ◽  
Massive Mimo ◽  
Mimo Systems ◽  
Limited Feedback

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

Fully Convolutional Neural Network Based CSI Limited Feedback for FDD Massive MIMO Systems

2021 ◽  
pp. 1-1
Author(s):  
Guanghui Fan ◽  
Jinlong Sun ◽  
Bamidele Adebisi ◽  
Tomoaki Ohtsuki ◽  
Guan Gui ◽  
...  
Keyword(s):  
Neural Network ◽  
Convolutional Neural Network ◽  
Massive Mimo ◽  
Mimo Systems ◽  
Limited Feedback

scholarly journals Deep Learning-Based Pilot Design for Multi-User Distributed Massive MIMO Systems

2019 ◽  
Vol 8 (4) ◽  
pp. 1016-1019 ◽  
Author(s):  
Jun Xu ◽  
Pengcheng Zhu ◽  
Jiamin Li ◽  
Xiaohu You
Keyword(s):  
Deep Learning ◽  
Massive Mimo ◽  
Mimo Systems ◽  
Pilot Design
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