Image de couverture de livre

Deep Learning-Based CSI Feedback for XL-MIMO Systems in the Near-Field Domain

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Peng, Zhangjie, Liu, Ruijing, Li, Zhaotian, Pan, Cunhua, Wang, Jiangzhou
Format:	Preprint
Publié:	2024
Sujets:	Signal Processing
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Deep Learning-Based CSI Feedback for RIS-Aided Massive MIMO Systems with Time Correlation
par: Peng, Zhangjie, et autres
Publié: (2024)

Effective DoF-Oriented Optimal Antenna Spacing in Near-Field XL-MIMO Systems
par: Chen, Xianzhe, et autres
Publié: (2025)

Deep Learning-Based Rate-Adaptive CSI Feedback for Wideband XL-MIMO Systems in the Near-Field Domain
par: Liu, Zhenyu, et autres
Publié: (2025)

Exploring the Advantages of Sparse Arrays in Near-Field XL-MIMO Systems: Beam Analysis and EDoF Function
par: Chen, Xianzhe, et autres
Publié: (2025)

Active RIS-Aided Massive MIMO Uplink Systems with Low-Resolution ADCs
par: Peng, Zhangjie, et autres
Publié: (2024)

Large-Model AI for Near Field Beam Prediction: A CNN-GPT2 Framework for 6G XL-MIMO
par: Liu, Wang, et autres
Publié: (2025)

NEFT: A Unified Transformer Framework for Efficient Near-Field CSI Feedback in XL-MIMO Systems
par: Mao, Tianqi, et autres
Publié: (2025)

Near-Field Multiuser Beam-Training for Extremely Large-Scale MIMO Systems
par: Liu, Wang, et autres
Publié: (2024)

Machine Learning-based Near-field Emitter Location Sensing via Grouped Hybrid Analog and Digital XL-MIMO Receive Array
par: Bai, Jiatong, et autres
Publié: (2024)

A BEV-Fusion Based Framework for Sequential Multi-Modal Beam Prediction in mmWave Systems
par: Zeng, Jiaming, et autres
Publié: (2026)

Channel Estimation for RIS-Aided MU-MIMO mmWave Systems with Direct Channel Links
par: Zhang, Taihao, et autres
Publié: (2025)

Codebook Design for Limited Feedback in Near-Field XL-MIMO Systems
par: Yao, Liujia, et autres
Publié: (2026)

Active RIS-Aided Massive MIMO With Imperfect CSI and Phase Noise
par: Peng, Zhangjie, et autres
Publié: (2024)

Vector Quantized-Aided XL-MIMO CSI Feedback with Channel Adaptive Transmission
par: Ma, Yuhang, et autres
Publié: (2026)

Uplink Transmission Design for Fluid Antenna-Enabled Multiuser MIMO Systems with Imperfect CSI
par: Hu, Linyue, et autres
Publié: (2025)

GAN Based Near-Field Channel Estimation for Extremely Large-Scale MIMO Systems
par: Ye, Ming, et autres
Publié: (2024)

Near-Field Directional Modulation for RIS-Aided Movable Antenna MIMO Systems with Hardware Impairments
par: Li, Maolin, et autres
Publié: (2025)

WiFi-based Cross-Domain Gesture Recognition Using Attention Mechanism
par: Liu, Ruijing, et autres
Publié: (2025)

Adaptive Structured Sparse Bayesian Learning for Near-Field Non-Stationary Channel Estimation in XL-MIMO Systems
par: Feng, Qingxia, et autres
Publié: (2026)

Deep Learning Based Near-Field User Localization with Beam Squint in Wideband XL-MIMO Systems
par: Lei, Hao, et autres
Publié: (2024)

Near-Field Mobile Tracking: A Framework of Using XL-RIS Information
par: Wu, Tuo, et autres
Publié: (2024)

Spectral Efficiency Maximization for Active RIS-aided Cell-Free Massive MIMO Systems with Imperfect CSI
par: Eskandari, Mahdi, et autres
Publié: (2024)

Two-Timescale Transmission Design for Wireless Communication Systems Aided by Active RIS
par: Peng, Zhangjie, et autres
Publié: (2022)

Near-Field Positioning for XL-MIMO Uniform Circular Arrays: An Attention-Enhanced Deep Learning Approach
par: Gao, Yuan, et autres
Publié: (2026)

Robust Cross-Domain WiFi Fall Detection via Physics-Driven Attention-Enhanced Transformers
par: Wang, Yingzhe, et autres
Publié: (2026)

Hybrid Beamforming Design for Near-Field ISAC with Modular XL-MIMO
par: Meng, Chunwei, et autres
Publié: (2024)

Deep Learning for Near-Field XL-MIMO Transceiver Design: Principles and Techniques
par: Yu, Wentao, et autres
Publié: (2023)

Blind Channel Estimation and Data Detection for Near-Field XL-MIMO Systems
par: Safari, Maral, et autres
Publié: (2026)

Self-Nomination: Deep Learning for Decentralized CSI Feedback Reduction in MU-MIMO Systems
par: Park, Juseong, et autres
Publié: (2025)

Sensing-Enhanced Channel Estimation for Near-Field XL-MIMO Systems
par: Liu, Shicong, et autres
Publié: (2024)

Beamforming Optimization for Active RIS-Aided Multiuser Communications With Hardware Impairments
par: Peng, Zhangjie, et autres
Publié: (2024)

Large-Scale RIS Enabled Air-Ground Channels: Near-Field Modeling and Analysis
par: Jiang, Hao, et autres
Publié: (2024)

4D Imaging in ISAC Systems: A Framework Based on 5G NR Downlink Signals
par: Weng, Haoyang, et autres
Publié: (2025)

Near-Field Channel Estimation for XL-RIS Assisted Multi-User XL-MIMO Systems: Hybrid Beamforming Architectures
par: Lee, Jeongjae, et autres
Publié: (2024)

Joint User Scheduling and Precoding for XL-MIMO Systems with Imperfect CSI
par: Gonzalez-Coma, Jose P., et autres
Publié: (2023)

Parametric Near-Field MMSE Channel Estimation for sub-THz XL-MIMO Systems
par: Long, Wen-Xuan, et autres
Publié: (2025)

Near-Field Wideband Channel Estimation for XL-MIMO Systems via Denoising Diffusion Model
par: Feng, Qingxia, et autres
Publié: (2026)

Overview of Deep Learning-based CSI Feedback in Massive MIMO Systems
par: Guo, Jiajia, et autres
Publié: (2022)

Massive MIMO CSI Feedback with Spiking Neural Networks
par: Liu, Yanzhen, et autres
Publié: (2026)

Deep Joint CSI Feedback and Multiuser Precoding for MIMO OFDM Systems
par: Guo, Yiran, et autres
Publié: (2024)