Cover Image

Deep Learning for CSI Feedback: One-Sided Model and Joint Multi-Module Learning Perspectives

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Guo, Yiran, Chen, Wei, Sun, Feifei, Cheng, Jiaming, Matthaiou, Michail, Ai, Bo
Format:	Preprint
Published:	2024
Subjects:	Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Uplink Assisted Joint Channel Estimation and CSI Feedback: An Approach Based on Deep Joint Source-Channel Coding
by: Guo, Yiran, et al.
Published: (2025)

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

Joint CSI Estimation-Feedback-Precoding via DJSCC for MU-MIMO OFDM Systems
by: Guo, Yiran, et al.
Published: (2025)

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

Mobile Communications in Intelligent Rail Transit: From LCX to PASS
by: Guo, Yiran, et al.
Published: (2026)

Enhancing Environment Generalizability for Deep Learning-Based CSI Feedback
by: Wang, Haoyu, et al.
Published: (2025)

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

Quantization Design for Deep Learning-Based CSI Feedback
by: Yin, Manru, et al.
Published: (2025)

Deep Learning-based CSI Feedback for RIS-assisted Multi-user Systems
by: Guo, Jiajia, et al.
Published: (2020)

Deep Joint Source Channel Coding With Attention Modules Over MIMO Channels
by: Jiang, Weiran, et al.
Published: (2023)

Variable-Length Wideband CSI Feedback via Loewner Interpolation and Deep Learning
by: Li, Meilin, et al.
Published: (2026)

AI-Driven Mobility Management for High-Speed Railway Communications: Compressed Measurements and Proactive Handover
by: Li, Wen, et al.
Published: (2024)

CSI Acquisition in Cell-Free Massive MIMO Surveillance Systems
by: da Silva, Isabella W. G., et al.
Published: (2024)

Multi-Domain Supervised Contrastive Learning for UAV Radio-Frequency Open-Set Recognition
by: Gao, Ning, et al.
Published: (2025)

ComHymba: Low-Complexity Domain-Informed Foundation Model for Wireless Communications
by: Yang, Bowen, et al.
Published: (2026)

Deep Learning-based Implicit CSI Feedback in Massive MIMO
by: Chen, Muhan, et al.
Published: (2021)

Pinching-Antenna System-Assisted Localization: A Stochastic Geometry Perspective
by: He, Jiajun, et al.
Published: (2025)

Generalizable Learning for Massive MIMO CSI Feedback in Unseen Environments
by: Wang, Haoyu, et al.
Published: (2025)

Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback
by: Dong, Yanjie, et al.
Published: (2025)

Deep Learning-Based CSI Feedback for Wi-Fi Systems With Temporal Correlation
by: Shin, Junyong, et al.
Published: (2025)

Anti-Malicious ISAC: How to Jointly Monitor and Disrupt Your Foes?
by: Wang, Zonghan, et al.
Published: (2025)

Optimization of Super-Directive Linear Arrays with Differential Evolution for High Realized Gain
by: Kanbaz, Ihsan, et al.
Published: (2024)

Super-Directive Antenna Arrays: How Many Elements Do We Need?
by: Kanbaz, Ihsan, et al.
Published: (2024)

Joint AP Selection and Power Allocation for Unicast-Multicast Cell-Free Massive MIMO
by: Abbas, Mustafa S., et al.
Published: (2025)

Adaptive End-to-End Transceiver Design for NextG Pilot-Free and CP-Free Wireless Systems
by: Cheng, Jiaming, et al.
Published: (2025)

Cell-Free Massive MIMO for Joint Communication and Proactive Monitoring
by: Abbas, Mustafa S., et al.
Published: (2026)

Deep Learning-Based CSI Feedback for XL-MIMO Systems in the Near-Field Domain
by: Peng, Zhangjie, et al.
Published: (2024)

Self-Nomination: Deep Learning for Decentralized CSI Feedback Reduction in MU-MIMO Systems
by: Park, Juseong, et al.
Published: (2025)

Overview of Deep Learning-based CSI Feedback in Massive MIMO Systems
by: Guo, Jiajia, et al.
Published: (2022)

Digital-SC: Digital Semantic Communication with Adaptive Network Split and Learned Non-Linear Quantization
by: Guo, Lei, et al.
Published: (2023)

Deep Learning-Based CSI Feedback for RIS-Aided Massive MIMO Systems with Time Correlation
by: Peng, Zhangjie, et al.
Published: (2024)

RIS-Assisted Cell-Free Massive MIMO Relying on Reflection Pattern Modulation
by: Sui, Zeping, et al.
Published: (2024)

Joint Power Optimization and AP Selection for Secure Cell-Free Massive MIMO
by: Atiya, Yasseen Sadoon, et al.
Published: (2024)

Multi-task Learning-based Joint CSI Prediction and Predictive Transmitter Selection for Security
by: Kotwal, Shashi Bhushan, et al.
Published: (2024)

Toward Multi-Satellite Cooperative Transmission: A Joint Framework for CSI Acquisition, Feedback, and Phase Synchronization
by: Zhu, Yiming, et al.
Published: (2026)

WiFo-CF: Wireless Foundation Model for CSI Feedback
by: Liu, Xuanyu, et al.
Published: (2025)

Enhancing WiFi CSI Fingerprinting: A Deep Auxiliary Learning Approach
by: Huang, Yong, et al.
Published: (2025)

Continuous Aperture Array (CAPA)-Based Multi-Group Multicast Communications
by: Qian, Mengyu, et al.
Published: (2025)

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

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