Cover Image

Deep Learning-based CSI Feedback for RIS-assisted Multi-user Systems

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Guo, Jiajia, Yang, Xi, Wen, Chao-Kai, Jin, Shi, Li, Geoffrey Ye
Format:	Preprint
Published:	2020
Subjects:	Information Theory Signal Processing
Online Access:	Acceder al recurso
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)

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)

Adversarial Attack on DL-based Massive MIMO CSI Feedback
by: Liu, Qing, et al.
Published: (2020)

Prompt-Enabled Large AI Models for CSI Feedback
by: Guo, Jiajia, et al.
Published: (2025)

AdapCsiNet: Environment-Adaptive CSI Feedback via Scene Graph-Aided Deep Learning
by: Liu, Jiayi, et al.
Published: (2025)

Exploring the Potential of Large Language Models for Massive MIMO CSI Feedback
by: Cui, Yiming, et al.
Published: (2025)

Channel Customization for Low-Complexity CSI Acquisition in Multi-RIS-Assisted MIMO Systems
by: Chen, Weicong, et al.
Published: (2024)

Deep Learning for Joint Channel Estimation and Feedback in Massive MIMO Systems
by: Guo, Jiajia, et al.
Published: (2020)

AI for CSI Feedback Enhancement in 5G-Advanced
by: Guo, Jiajia, et al.
Published: (2022)

Deep Learning-based Position-domain Channel Extrapolation for Cell-Free Massive MIMO
by: Guo, Jiajia, et al.
Published: (2025)

Achievable Rate Analysis and Optimization of Double-RIS Assisted Spatially Correlated MIMO with Statistical CSI
by: Xu, Kaizhe, et al.
Published: (2024)

Deep Learning-based CSI Feedback in Wi-Fi Systems
by: Qi, Fan, et al.
Published: (2024)

Compression and Acceleration of Neural Networks for Communications
by: Guo, Jiajia, et al.
Published: (2019)

Low-Complexity Joint Beamforming for RIS-Assisted MU-MISO Systems Based on Model-Driven Deep Learning
by: Jin, Weijie, et al.
Published: (2023)

Limited Feedback in RIS-Assisted Wireless Communications: Use Cases, Challenges, and Future Directions
by: Chen, Weicong, et al.
Published: (2025)

Fourier Transform-based Wavenumber Domain 3D Imaging in RIS-aided Communication Systems
by: Huang, Yixuan, et al.
Published: (2024)

Efficient Deep Learning-based Cascaded Channel Feedback in RIS-Assisted Communications
by: Cui, Yiming, et al.
Published: (2024)

Integrated Communication and Learned Recognizer with Customized RIS Phases and Sensing Durations
by: Huang, Yixuan, et al.
Published: (2025)

Learned Intelligent Recognizer with Adaptively Customized RIS Phases in Communication Systems
by: Huang, Yixuan, et al.
Published: (2025)

RIS-aided Single-frequency 3D Imaging by Exploiting Multi-view Image Correlations
by: Huang, Yixuan, et al.
Published: (2024)

AI-based CSI Feedback with Digital Twins: Real-World Validation and Insights
by: Huang, Tzu-Hao, et al.
Published: (2025)

FPNet: Joint Wi-Fi Beamforming Matrix Feedback and Anomaly-Aware Indoor Positioning
by: Tao, Ran, et al.
Published: (2026)

Joint Spatial Division and Multiplexing with Customized Orthogonal Group Channels in Multi-RIS-Assisted Systems
by: Chen, Weicong, et al.
Published: (2025)

RIS-Aided Cooperative ISAC Networks for Structural Health Monitoring
by: Yang, Jie, et al.
Published: (2025)

Deep Joint CSI Feedback and Multiuser Precoding for MIMO OFDM Systems
by: Guo, Yiran, et al.
Published: (2024)

Transformer-assisted Parametric CSI Feedback for mmWave Massive MIMO Systems
by: Ju, Hyungyu, et al.
Published: (2024)

Deep Learning-Based CSI Feedback for Beamforming in Single- and Multi-cell Massive MIMO Systems
by: Guo, Jiajia, et al.
Published: (2020)

Adaptive Bit Partitioning for Reconfigurable Intelligent Surface Assisted FDD Systems with Limited Feedback
by: Chen, Weicong, et al.
Published: (2020)

Rotatable Block-Controlled RIS: Bridging the Performance Gap to Element-Controlled Systems
by: Chen, Weicong, et al.
Published: (2024)

Dilated Convolution based CSI Feedback Compression for Massive MIMO Systems
by: Tang, Shunpu, et al.
Published: (2021)

Learning the CSI Denoising and Feedback Without Supervision
by: Rizzello, Valentina, et al.
Published: (2021)

Deep Learning-Based Rate-Adaptive CSI Feedback for Wideband XL-MIMO Systems in the Near-Field Domain
by: Liu, Zhenyu, et al.
Published: (2025)

A Low-Overhead Incorporation-Extrapolation based Few-Shot CSI Feedback Framework for Massive MIMO Systems
by: Zhou, Binggui, et al.
Published: (2023)

Maximizing Spectral and Energy Efficiency in Multi-user MIMO OFDM Systems with RIS and Hardware Impairment
by: Soleymani, Mohammad, et al.
Published: (2024)

Optimization of the Downlink Spectral- and Energy-Efficiency of RIS-aided Multi-user URLLC MIMO Systems
by: Soleymani, Mohammad, et al.
Published: (2024)

Zone-Specific CSI Feedback for Massive MIMO: A Situation-Aware Deep Learning Approach
by: Zhang, Yu, et al.
Published: (2024)

Swin Transformer-Based CSI Feedback for Massive MIMO
by: Cheng, Jiaming, et al.
Published: (2024)

Deep CSI Compression for Dual-Polarized Massive MIMO Channels with Disentangled Representation Learning
by: Fan, Suhang, et al.
Published: (2024)

Generalizing Deep Learning-Based CSI Feedback in Massive MIMO via ID-Photo-Inspired Preprocessing
by: Liu, Zhenyu, et al.
Published: (2024)