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Deep Transfer Learning Based Downlink Channel Prediction for FDD Massive MIMO Systems
IEEE Transactions on Communications (IEEE Trans. Commun.), 2019
27 December 2019
Yuwen Yang
Fei Gao
Zhimeng Zhong
B. Ai
Ahmed Alkhateeb
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Papers citing
"Deep Transfer Learning Based Downlink Channel Prediction for FDD Massive MIMO Systems"
15 / 15 papers shown
MMSense: Adapting Vision-based Foundation Model for Multi-task Multi-modal Wireless Sensing
Zhizhen Li
Xuanhao Luo
Xueren Ge
Longyu Zhou
Xingqin Lin
Yuchen Liu
42
1
0
15 Nov 2025
DRL-based Dolph-Tschebyscheff Beamforming in Downlink Transmission for Mobile Users
Conference on Computer Communications Workshops (INFOCOM Workshops), 2025
Nancy Nayak
Kin K. Leung
Lajos Hanzo
76
0
0
03 Feb 2025
Learning at the Speed of Wireless: Online Real-Time Learning for AI-Enabled MIMO in NextG
Jiarui Xu
Shashank Jere
Yifei Song
Yi-Hung Kao
Lizhong Zheng
Lingjia Liu
141
4
0
05 Mar 2024
Pay Less But Get More: A Dual-Attention-based Channel Estimation Network for Massive MIMO Systems with Low-Density Pilots
IEEE Transactions on Wireless Communications (IEEE TWC), 2023
Binggui Zhou
Xi Yang
Shaodan Ma
Fei Gao
Guanghua Yang
229
14
0
02 Mar 2023
Holistic Network Virtualization and Pervasive Network Intelligence for 6G
IEEE Communications Surveys and Tutorials (COMST), 2023
Xuemin Shen
Shen
Jie Gao
Wen Wu
Mushu Li
Conghao Zhou
W. Zhuang
297
293
0
02 Jan 2023
Enabling Deep Learning-based Physical-layer Secret Key Generation for FDD-OFDM Systems in Multi-Environments
IEEE Transactions on Vehicular Technology (IEEE Trans. Veh. Technol.), 2022
Xinwei Zhang
Guyue Li
Junqing Zhang
Linning Peng
A. Hu
Xianbin Wang
194
17
0
06 Nov 2022
Overview of Deep Learning-based CSI Feedback in Massive MIMO Systems
IEEE Transactions on Communications (IEEE Trans. Commun.), 2022
Jiajia Guo
Chao-Kai Wen
Shi Jin
Geoffrey Ye Li
312
217
0
29 Jun 2022
Multi-task Deep Neural Networks for Massive MIMO CSI Feedback
Boyuan Zhang
Haozhen Li
Xin Liang
Xinyu Gu
Lin Zhang
90
2
0
18 Apr 2022
Predicting Multi-Antenna Frequency-Selective Channels via Meta-Learned Linear Filters based on Long-Short Term Channel Decomposition
Sangwoo Park
Osvaldo Simeone
178
4
0
23 Mar 2022
DeepTx: Deep Learning Beamforming with Channel Prediction
IEEE Transactions on Wireless Communications (TWC), 2022
Janne M. J. Huttunen
D. Korpi
Mikko Honkala
266
20
0
16 Feb 2022
Deep Learning of Transferable MIMO Channel Modes for 6G V2X Communications
IEEE Transactions on Antennas and Propagation (IEEE Trans. Antennas Propag.), 2021
Lorenzo Cazzella
D. Tagliaferri
Marouan Mizmizi
Damiano Badini
C. Mazzucco
Matteo Matteucci
U. Spagnolini
70
10
0
31 Aug 2021
Deep Learning Based Antenna-time Domain Channel Extrapolation for Hybrid mmWave Massive MIMO
IEEE Transactions on Vehicular Technology (IEEE Trans. Veh. Technol.), 2021
Shun Zhang
Shun Zhang
Jianpeng Ma
Tian Liu
O. Dobre
96
14
0
09 Aug 2021
Deep Learning-based Implicit CSI Feedback in Massive MIMO
IEEE Transactions on Communications (IEEE Trans. Commun.), 2021
Muhan Chen
Jiajia Guo
Chao-Kai Wen
Shi Jin
Geoffrey Ye Li
Ang Yang
180
73
0
21 May 2021
End-to-End Fast Training of Communication Links Without a Channel Model via Online Meta-Learning
International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2020
Sangwoo Park
Osvaldo Simeone
Joonhyuk Kang
215
45
0
03 Mar 2020
From Learning to Meta-Learning: Reduced Training Overhead and Complexity for Communication Systems
6G Wireless Summit (6G Summit), 2020
Osvaldo Simeone
Sangwoo Park
Joonhyuk Kang
AI4CE
279
63
0
05 Jan 2020
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