Cover Image

Information-Preserving CSI Feedback: Invertible Networks with Endogenous Quantization and Channel Error Mitigation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Tian, Haotian, Lian, Lixiang, Cao, Jiaqi, Ji, Sijie
Format:	Preprint
Published:	2025
Subjects:	Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Unsupervised Deep Equilibrium Model Learning for Large-Scale Channel Estimation with Performance Guarantees
by: Tian, Haotian, et al.
Published: (2025)

Channel Geometry Preserving Generative Models for CSI Feedback in MU-MIMO
by: Park, Juseong, et al.
Published: (2026)

Vector Quantized-Aided XL-MIMO CSI Feedback with Channel Adaptive Transmission
by: Ma, Yuhang, et al.
Published: (2026)

An Efficient Network with Novel Quantization Designed for Massive MIMO CSI Feedback
by: Sun, Xinran, et al.
Published: (2024)

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

Neuro-Wideband WiFi Sensing via Self-Conditioned CSI Extrapolation
by: Ji, Sijie, et al.
Published: (2026)

Learning Representations for CSI Adaptive Quantization and Feedback
by: Rizzello, Valentina, et al.
Published: (2022)

Lightweight Neural Network with Knowledge Distillation for CSI Feedback
by: Cui, Yiming, et al.
Published: (2022)

TypeII-CsiNet: CSI Feedback with TypeII Codebook
by: Sang, Yiliang, et al.
Published: (2024)

Massive MIMO CSI Feedback with Spiking Neural Networks
by: Liu, Yanzhen, et al.
Published: (2026)

Virtual Polarization Modulation: Enabling CSI-Free DCO-OFDM over Dynamic OWC Channels
by: Cao, Tian, et al.
Published: (2026)

Deep Learning-Based CSI Prediction Framework for Channel Aging Mitigation in TDD 5G Systems
by: Díaz-Ruiz, Francisco, et al.
Published: (2025)

Invertible Diffusion for Low-Memory Channel Gain Map Construction in Wireless Communication Networks
by: Gao, Ruifeng, et al.
Published: (2026)

Hybrid Channel Estimation with Quantized Phase Feedback for Over-the-Air Computation
by: Dahl, Martin, et al.
Published: (2026)

Interference Mitigation in STAR-RIS-Aided Multi-User Networks with Statistical CSI
by: Adam, Abuzar B. M., et al.
Published: (2025)

CovNet: Covariance Information-Assisted CSI Feedback for FDD Massive MIMO Systems
by: Zhuang, Jialin, et al.
Published: (2024)

SemCSINet: A Semantic-Aware CSI Feedback Network in Massive MIMO Systems
by: Ren, Ruonan, et al.
Published: (2025)

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

Localization and Tracking for Cooperative Users in Multi-RIS-assisted Systems: Theoretical Analysis and Principles of Interpretations
by: Gao, Peng, et al.
Published: (2025)

Multi-IRS-aided Terahertz Networks: Channel Modelling and User Association With Imperfect CSI
by: Rahim, Muddasir, et al.
Published: (2024)

Channel Modeling Aided Dataset Generation for AI-Enabled CSI Feedback: Advances, Challenges, and Solutions
by: Li, Yupeng, et al.
Published: (2024)

Massive MIMO CSI Feedback using Channel Prediction: How to Avoid Machine Learning at UE?
by: Shehzad, Muhammad Karam, et al.
Published: (2024)

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

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

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

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

End-to-End NOMA with Perfect and Quantized CSI Over Rayleigh Fading Channels
by: Benouadah, Selma, et al.
Published: (2026)

Adaptive Channel Estimation and Quantized Feedback for RIS Assisted Optical Wireless Communication Systems
by: Khalil, Muhammad, et al.
Published: (2025)

Path Evolution Model for Endogenous Channel Digital Twin towards 6G Wireless Networks
by: Wang, Haoyu, et al.
Published: (2025)

Impact of Synchronization Offsets and CSI Feedback Delay in Distributed MIMO Systems
by: Bondada, Kumar Sai, et al.
Published: (2025)

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

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

Leveraging Bi-Directional Channel Reciprocity for Robust Ultra-Low-Rate Implicit CSI Feedback with Deep Learning
by: Liu, Zhenyu, et al.
Published: (2025)

CSI-MAE: A Masked Autoencoder-based Channel Foundation Model
by: Jiang, Jun, et al.
Published: (2026)

Reducing Channel Estimation and Feedback Overhead in IRS-Aided Downlink System: A Quantize-then-Estimate Approach
by: Wang, Rui, et al.
Published: (2023)

Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models
by: Zhuang, Jialin, et al.
Published: (2025)

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

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

A CSI Feedback Framework based on Transmitting the Important Values and Generating the Others
by: Du, Zhilin, et al.
Published: (2024)

Synesthesia of Machines (SoM)-Enhanced Wideband Multi-User CSI Learning With LiDAR Sensing
by: Zhang, Haotian, et al.
Published: (2024)