Deep Learning for Joint Channel Estimation and Feedback in Massive MIMO Systems
Fuente:
arXiv
Saved in:
| Main Authors: | Guo, Jiajia, Chen, Tong, Jin, Shi, Li, Geoffrey Ye, Wang, Xin, Hou, Xiaolin |
|---|---|
| Format: | Preprint |
| Published: |
2020
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Overview of Deep Learning-based CSI Feedback in Massive MIMO Systems
by: Guo, Jiajia, et al.
Published: (2022)
by: Guo, Jiajia, et al.
Published: (2022)
Deep Learning-based Implicit CSI Feedback in Massive MIMO
by: Chen, Muhan, et al.
Published: (2021)
by: Chen, Muhan, et al.
Published: (2021)
Convolutional Neural Network based Multiple-Rate Compressive Sensing for Massive MIMO CSI Feedback: Design, Simulation, and Analysis
by: Guo, Jiajia, et al.
Published: (2019)
by: Guo, Jiajia, et al.
Published: (2019)
Deep Learning-based Position-domain Channel Extrapolation for Cell-Free Massive MIMO
by: Guo, Jiajia, et al.
Published: (2025)
by: Guo, Jiajia, et al.
Published: (2025)
Exploring the Potential of Large Language Models for Massive MIMO CSI Feedback
by: Cui, Yiming, et al.
Published: (2025)
by: Cui, Yiming, et al.
Published: (2025)
Adversarial Attack on DL-based Massive MIMO CSI Feedback
by: Liu, Qing, et al.
Published: (2020)
by: Liu, Qing, et al.
Published: (2020)
Deep Unfolding-Based Channel Estimation for Wideband TeraHertz Near-Field Massive MIMO Systems
by: Gao, Jiabao, et al.
Published: (2023)
by: Gao, Jiabao, et al.
Published: (2023)
Deep Learning-based CSI Feedback for RIS-assisted Multi-user Systems
by: Guo, Jiajia, et al.
Published: (2020)
by: Guo, Jiajia, et al.
Published: (2020)
Belief Information based Deep Channel Estimation for Massive MIMO Systems
by: Xu, Jialong, et al.
Published: (2024)
by: Xu, Jialong, et al.
Published: (2024)
Deep Joint CSI Feedback and Multiuser Precoding for MIMO OFDM Systems
by: Guo, Yiran, et al.
Published: (2024)
by: Guo, Yiran, et al.
Published: (2024)
Lightweight Deep Learning Based Channel Estimation for Extremely Large-Scale Massive MIMO Systems
by: Gao, Shen, et al.
Published: (2024)
by: Gao, Shen, et al.
Published: (2024)
Joint Low-Rank and Sparse Bayesian Channel Estimation for Ultra-Massive MIMO Communications
by: Ji, Jianghan, et al.
Published: (2025)
by: Ji, Jianghan, et al.
Published: (2025)
Deep CSI Compression for Dual-Polarized Massive MIMO Channels with Disentangled Representation Learning
by: Fan, Suhang, et al.
Published: (2024)
by: Fan, Suhang, et al.
Published: (2024)
Reconfigurable Massive MIMO: Precoding Design and Channel Estimation in the Electromagnetic Domain
by: Ying, Keke, et al.
Published: (2024)
by: Ying, Keke, et al.
Published: (2024)
Deep Learning Model-Based Channel Estimation for THz Band Massive MIMO with RF Impairments
by: Tarafder, Pulok, et al.
Published: (2024)
by: Tarafder, Pulok, et al.
Published: (2024)
Beyond MMSE: Rank-1 Subspace Channel Estimator for Massive MIMO Systems
by: Li, Bin, et al.
Published: (2024)
by: Li, Bin, et al.
Published: (2024)
Knowledge and Data Dual-Driven Channel Estimation and Feedback for Ultra-Massive MIMO Systems under Hybrid Field Beam Squint Effect
by: Wang, Kuiyu, et al.
Published: (2024)
by: Wang, Kuiyu, et al.
Published: (2024)
Quantized RIS-aided mmWave Massive MIMO Channel Estimation with Uniform Planar Arrays
by: Wang, Ruizhe, et al.
Published: (2024)
by: Wang, Ruizhe, et al.
Published: (2024)
Swin Transformer-Based CSI Feedback for Massive MIMO
by: Cheng, Jiaming, et al.
Published: (2024)
by: Cheng, Jiaming, et al.
Published: (2024)
Joint Visibility Region and Channel Estimation for Extremely Large-scale MIMO Systems
by: Tang, Anzheng, et al.
Published: (2023)
by: Tang, Anzheng, et al.
Published: (2023)
Beam Structured Turbo Receiver for HF Skywave Massive MIMO
by: Song, Linfeng, et al.
Published: (2025)
by: Song, Linfeng, et al.
Published: (2025)
Trainable Joint Channel Estimation, Detection and Decoding for MIMO URLLC Systems
by: Sun, Yi, et al.
Published: (2024)
by: Sun, Yi, et al.
Published: (2024)
Deep Joint Source Channel Coding With Attention Modules Over MIMO Channels
by: Jiang, Weiran, et al.
Published: (2023)
by: Jiang, Weiran, et al.
Published: (2023)
Massive MIMO CSI Feedback using Channel Prediction: How to Avoid Machine Learning at UE?
by: Shehzad, Muhammad Karam, et al.
Published: (2024)
by: Shehzad, Muhammad Karam, et al.
Published: (2024)
Learned Trimmed-Ridge Regression for Channel Estimation in Millimeter-Wave Massive MIMO
by: Wu, Pengxia, et al.
Published: (2024)
by: Wu, Pengxia, et al.
Published: (2024)
AdapCsiNet: Environment-Adaptive CSI Feedback via Scene Graph-Aided Deep Learning
by: Liu, Jiayi, et al.
Published: (2025)
by: Liu, Jiayi, et al.
Published: (2025)
FPNet: Joint Wi-Fi Beamforming Matrix Feedback and Anomaly-Aware Indoor Positioning
by: Tao, Ran, et al.
Published: (2026)
by: Tao, Ran, et al.
Published: (2026)
Hierarchical Codebook based Multiuser Beam Training for Millimeter Wave Massive MIMO
by: Qi, Chenhao, et al.
Published: (2022)
by: Qi, Chenhao, et al.
Published: (2022)
Jamming Detection and Channel Estimation for Spatially Correlated Beamspace Massive MIMO
by: Du, Pengguang, et al.
Published: (2024)
by: Du, Pengguang, et al.
Published: (2024)
Plug-in Channel Estimation with Dithered Quantized Signals in Spatially Non-Stationary Massive MIMO Systems
by: Yang, Tianyu, et al.
Published: (2023)
by: Yang, Tianyu, et al.
Published: (2023)
Holographic MIMO Systems, Their Channel Estimation and Performance
by: Chen, Yuanbin, et al.
Published: (2024)
by: Chen, Yuanbin, et al.
Published: (2024)
Zone-Specific CSI Feedback for Massive MIMO: A Situation-Aware Deep Learning Approach
by: Zhang, Yu, et al.
Published: (2024)
by: Zhang, Yu, et al.
Published: (2024)
Joint Port Selection Based Channel Acquisition for FDD Cell-Free Massive MIMO
by: Zhang, Cheng, et al.
Published: (2023)
by: Zhang, Cheng, et al.
Published: (2023)
Joint Channel Estimation and Signal Detection for MIMO-OFDM: A Novel Data-Aided Approach with Reduced Computational Overhead
by: Li, Xinjie, et al.
Published: (2025)
by: Li, Xinjie, et al.
Published: (2025)
Joint Localization and Orientation with Triple-Beam Fingerprints in Massive MIMO-OFDM
by: Zhao, Yu, et al.
Published: (2026)
by: Zhao, Yu, et al.
Published: (2026)
Distributed Joint User Activity Detection, Channel Estimation, and Data Detection via Expectation Propagation in Cell-Free Massive MIMO
by: Forsch, Christian, et al.
Published: (2024)
by: Forsch, Christian, et al.
Published: (2024)
Dilated Convolution based CSI Feedback Compression for Massive MIMO Systems
by: Tang, Shunpu, et al.
Published: (2021)
by: Tang, Shunpu, et al.
Published: (2021)
Continuous Fluid Antenna Sampling for Channel Estimation in Cell-Free Massive MIMO
by: Kaveh, Masoud, et al.
Published: (2026)
by: Kaveh, Masoud, et al.
Published: (2026)
Generalizing Deep Learning-Based CSI Feedback in Massive MIMO via ID-Photo-Inspired Preprocessing
by: Liu, Zhenyu, et al.
Published: (2024)
by: Liu, Zhenyu, et al.
Published: (2024)
Joint AP-UE Association and Precoding for SIM-Aided Cell-Free Massive MIMO Systems
by: Shi, Enyu, et al.
Published: (2024)
by: Shi, Enyu, et al.
Published: (2024)
Similar Items
-
Overview of Deep Learning-based CSI Feedback in Massive MIMO Systems
by: Guo, Jiajia, et al.
Published: (2022) -
Deep Learning-based Implicit CSI Feedback in Massive MIMO
by: Chen, Muhan, et al.
Published: (2021) -
Convolutional Neural Network based Multiple-Rate Compressive Sensing for Massive MIMO CSI Feedback: Design, Simulation, and Analysis
by: Guo, Jiajia, et al.
Published: (2019) -
Deep Learning-based Position-domain Channel Extrapolation for Cell-Free Massive MIMO
by: Guo, Jiajia, et al.
Published: (2025) -
Exploring the Potential of Large Language Models for Massive MIMO CSI Feedback
by: Cui, Yiming, et al.
Published: (2025)