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2104.11052
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Model-Driven Deep Learning Based Channel Estimation and Feedback for Millimeter-Wave Massive Hybrid MIMO Systems
IEEE Journal on Selected Areas in Communications (JSAC), 2021
22 April 2021
Xisuo Ma
Zhen Gao
Fei Gao
M. Di Renzo
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Papers citing
"Model-Driven Deep Learning Based Channel Estimation and Feedback for Millimeter-Wave Massive Hybrid MIMO Systems"
9 / 9 papers shown
Observation Matrix Design for Densifying MIMO Channel Estimation via 2D Ice Filling
Zijian Zhang
Mingyao Cui
44
0
0
10 Oct 2025
E2E Learning Massive MIMO for Multimodal Semantic Non-Orthogonal Transmission and Fusion
Minghui Wu
Zhen Gao
190
0
0
09 Sep 2025
Multi-beam Beamforming in RIS-aided MIMO Subject to Reradiation Mask Constraints -- Optimization and Machine Learning Design
IEEE Transactions on Communications (IEEE Trans. Commun.), 2025
Shumin Wang
Hajar El Hassani
Marco Di Renzo
Marios Poulakis
87
0
0
21 Jul 2025
Residual Cross-Attention Transformer-Based Multi-User CSI Feedback with Deep Joint Source-Channel Coding
IEEE Wireless Communications Letters (WCL), 2025
Hengwei Zhang
Minghui Wu
Li Qiao
Ling Liu
Ziqi Han
Zhen Gao
151
3
0
26 May 2025
Auto-CsiNet: Scenario-customized Automatic Neural Network Architecture Generation for Massive MIMO CSI Feedback
IEEE Transactions on Wireless Communications (IEEE TWC), 2023
Xiangyi Li
Jiajia Guo
Chao-Kai Wen
Shi Jin
195
5
0
27 Nov 2023
Hybrid Knowledge-Data Driven Channel Semantic Acquisition and Beamforming for Cell-Free Massive MIMO
IEEE Journal on Selected Topics in Signal Processing (JSTSP), 2023
Zhen Gao
Shicong Liu
Yu Su
Zhongxiang Li
Dezhi Zheng
150
40
0
06 Jul 2023
Towards Efficient Subarray Hybrid Beamforming: Attention Network-based Practical Feedback in FDD Massive MU-MIMO Systems
Zhilin Lu
Xudong Zhang
Rui Zeng
Jintao Wang
66
2
0
05 Feb 2023
Deep Learning-Based Rate-Splitting Multiple Access for Reconfigurable Intelligent Surface-Aided Tera-Hertz Massive MIMO
IEEE Journal on Selected Areas in Communications (JSAC), 2022
Minghui Wu
Zhen Gao
Yang Huang
Zhenyu Xiao
Derrick Wing Kwan Ng
Zhaoyang Zhang
144
60
0
18 Sep 2022
Transformer-Empowered 6G Intelligent Networks: From Massive MIMO Processing to Semantic Communication
IEEE wireless communications (IEEE Wireless Commun.), 2022
Yang Wang
Zhen Gao
Dezhi Zheng
Sheng Chen
Deniz Gündüz
H. Vincent Poor
AI4CE
219
135
0
08 May 2022
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