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2006.02201
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Deep Denoising Neural Network Assisted Compressive Channel Estimation for mmWave Intelligent Reflecting Surfaces
IEEE Transactions on Vehicular Technology (TVT), 2020
3 June 2020
Shicong Liu
Zhen Gao
Jun Zhang
M. Di Renzo
Mohamed-Slim Alouini
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Papers citing
"Deep Denoising Neural Network Assisted Compressive Channel Estimation for mmWave Intelligent Reflecting Surfaces"
8 / 8 papers shown
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
118
0
0
21 Jul 2025
Channel Estimation in RIS-Enabled mmWave Wireless Systems: A Variational Inference Approach
IEEE Transactions on Wireless Communications (IEEE TWC), 2023
Firas Fredj
Amal Feriani
A. Mezghani
Ekram Hossain
264
11
0
25 Aug 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
243
42
0
06 Jul 2023
Machine Learning for Metasurfaces Design and Their Applications
Kumar Vijay Mishra
Ahmet M. Elbir
A. Zaghloul
AI4CE
158
6
0
02 Nov 2022
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
204
70
0
18 Sep 2022
Federated Channel Learning for Intelligent Reflecting Surfaces With Fewer Pilot Signals
International Conference on Security and Management (SAM), 2022
Ahmet M. Elbir
Sinem Coleri
Kumar Vijay Mishra
253
4
0
06 May 2022
PRONTO: Preamble Overhead Reduction with Neural Networks for Coarse Synchronization
IEEE Transactions on Wireless Communications (IEEE TWC), 2021
N. Soltani
Debashri Roy
Kaushik R. Chowdhury
303
6
0
20 Dec 2021
A Survey of Deep Learning Architectures for Intelligent Reflecting Surfaces
IEEE Communications Standards Magazine (CS), 2020
Ahmet M. Elbir
Kumar Vijay Mishra
AI4CE
473
41
0
05 Sep 2020
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