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Deep Channel Learning For Large Intelligent Surfaces Aided mm-Wave Massive MIMO Systems

29 January 2020

Ahmet M. Elbir

Anastasios K. Papazafeiropoulos

P. Kourtessis

Symeon Chatzinotas

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Papers citing "Deep Channel Learning For Large Intelligent Surfaces Aided mm-Wave Massive MIMO Systems"

22 / 22 papers shown

Title
Deep-Learning Channel Estimation for IRS-Assisted Integrated Sensing and Communication System Yu Liu Ibrahim Al-Nahhal O. Dobre Fanggang Wang 38 33 0 29 Jan 2024
Extreme Learning Machine-based Channel Estimation in IRS-Assisted Multi-User ISAC System Yu Liu Ibrahim Al-Nahhal O. Dobre Fanggang Wang Hyundong Shin 42 16 0 29 Jan 2024
Deep-Learning-Based Channel Estimation for IRS-Assisted ISAC System Yu Liu Ibrahim Al-Nahhal O. Dobre Fanggang Wang 18 13 0 29 Jan 2024
Generative AI for Physical Layer Communications: A Survey Nguyen Van Huynh Jiacheng Wang Hongyang Du D. Hoang Dusit Niyato Diep N. Nguyen Dong In Kim K. B. Letaief AI4CE 78 33 0 09 Dec 2023
Federated Learning for 6G: Paradigms, Taxonomy, Recent Advances and Insights Maryam Ben Driss Essaid Sabir H. Elbiaze Walid Saad 80 7 0 07 Dec 2023
Machine Learning for Metasurfaces Design and Their Applications Kumar Vijay Mishra Ahmet M. Elbir A. Zaghloul AI4CE 46 5 0 02 Nov 2022
Pervasive Machine Learning for Smart Radio Environments Enabled by Reconfigurable Intelligent Surfaces G. C. Alexandropoulos Kyriakos Stylianopoulos Chongwen Huang Chau Yuen M. Bennis Mérouane Debbah 76 89 0 08 May 2022
Federated Channel Learning for Intelligent Reflecting Surfaces With Fewer Pilot Signals Ahmet M. Elbir Sinem Coleri Kumar Vijay Mishra 67 3 0 06 May 2022
Time-Varying Channel Prediction for RIS-Assisted MU-MISO Networks via Deep Learning Wangyang Xu Jiancheng An Yongjun Xu Chongwen Huang Lu Gan Chau Yuen 57 54 0 09 Nov 2021
Beyond 5G RIS mmWave Systems: Where Communication and Localization Meet Jiguang He Fan Jiang Kamran Keykhosravi J. Kokkoniemi H. Wymeersch M. Juntti 62 54 0 16 Sep 2021
Learning to Estimate RIS-Aided mmWave Channels Jiguang He H. Wymeersch M. Di Renzo M. Juntti 56 31 0 27 Jul 2021
Untrained DNN for Channel Estimation of RIS-Assisted Multi-User OFDM System with Hardware Impairments N. Ginige K. B. S. Manosha Nandana Rajatheva Matti Latva-aho 23 16 0 13 Jul 2021
Channel Estimation and Hybrid Architectures for RIS-Assisted Communications Jiguang He N. Nguyen Rafaela Schroeder V. Tapio J. Kokkoniemi M. Juntti 37 16 0 14 Apr 2021
Graph Attention Networks for Channel Estimation in RIS-assisted Satellite IoT Communications Kürşat Tekbıyık Gunes Karabulut Kurt A. R. Ekti H. Yanikomeroglu 39 8 0 01 Apr 2021
Federated Dropout Learning for Hybrid Beamforming With Spatial Path Index Modulation In Multi-User mmWave-MIMO Systems Ahmet M. Elbir Sinem Coleri Kumar Vijay Mishra 50 13 0 15 Feb 2021
Channel Estimation for Full-Duplex RIS-assisted HAPS Backhauling with Graph Attention Networks Kürşat Tekbıyık Gunes Karabulut Kurt Chongwen Huang A. R. Ekti H. Yanikomeroglu 66 32 0 22 Oct 2020
Phase Configuration Learning in Wireless Networks with Multiple Reconfigurable Intelligent Surfaces G. C. Alexandropoulos S. Samarakoon M. Bennis Merouane Debbah 39 44 0 09 Oct 2020
Deep Learning-based Phase Reconfiguration for Intelligent Reflecting Surfaces Özgecan Özdogan Emil Björnson 50 45 0 29 Sep 2020
A Survey of Deep Learning Architectures for Intelligent Reflecting Surfaces Ahmet M. Elbir Kumar Vijay Mishra AI4CE 87 41 0 05 Sep 2020
Optimization-driven Machine Learning for Intelligent Reflecting Surfaces Assisted Wireless Networks Shimin Gong Jiaye Lin Jinbei Zhang Dusit Niyato Dong In Kim Mohsen Guizani 70 10 0 29 Aug 2020
Federated Learning for Channel Estimation in Conventional and RIS-Assisted Massive MIMO Ahmet M. Elbir Sinem Coleri 96 132 0 25 Aug 2020
Intelligent Reflecting Surface Aided Wireless Communications: A Tutorial Qingqing Wu Shuowen Zhang Beixiong Zheng Changsheng You Rui Zhang 53 2,055 0 06 Jul 2020