Image de couverture de livre

Robust Deep Learning-Based Physical Layer Communications: Strategies and Approaches

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Zhu, Fenghao, Wang, Xinquan, Zhu, Chen, Gong, Tierui, Yang, Zhaohui, Huang, Chongwen, Chen, Xiaoming, Zhang, Zhaoyang, Debbah, Mérouane
Format:	Preprint
Publié:	2025
Sujets:	Information Theory Signal Processing
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Robust Beamforming for RIS-aided Communications: Gradient-based Manifold Meta Learning
par: Zhu, Fenghao, et autres
Publié: (2024)

TeleMoM: Consensus-Driven Telecom Intelligence via Mixture of Models
par: Wang, Xinquan, et autres
Publié: (2025)

Energy-efficient Beamforming for RISs-aided Communications: Gradient Based Meta Learning
par: Wang, Xinquan, et autres
Publié: (2023)

Robust Beamforming with Gradient-based Liquid Neural Network
par: Wang, Xinquan, et autres
Publié: (2024)

Beamforming Inferring by Conditional WGAN-GP for Holographic Antenna Arrays
par: Zhu, Fenghao, et autres
Publié: (2024)

Robust Continuous-Time Beam Tracking with Liquid Neural Network
par: Zhu, Fenghao, et autres
Publié: (2024)

Liquid Neural Networks: Next-Generation AI for Telecom from First Principles
par: Zhu, Fenghao, et autres
Publié: (2025)

Low-Complexity Beam Training for Multi-RIS-Assisted Multi-User Communications
par: Xu, Yuan, et autres
Publié: (2024)

Near-Field Channel Modeling for Holographic MIMO Communications
par: Gong, Tierui, et autres
Publié: (2024)

Holographic MIMO Communications with Arbitrary Surface Placements: Near-Field LoS Channel Model and Capacity Limit
par: Gong, Tierui, et autres
Publié: (2023)

Hashing Beam Training for Near-Field Communications
par: Xu, Yuan, et autres
Publié: (2024)

Coverage and Rate Analysis for Integrated Sensing and Communication Networks
par: Gan, Xu, et autres
Publié: (2024)

Electromagnetic Information Theory for Holographic MIMO Communications
par: Wei, Li, et autres
Publié: (2024)

RIS-assisted Coverage Enhancement in mmWave Integrated Sensing and Communication Networks
par: Gan, Xu, et autres
Publié: (2024)

Bayesian Learning for Double-RIS Aided ISAC Systems with Superimposed Pilots and Data
par: Gan, Xu, et autres
Publié: (2024)

Dynamical Multimodal Fusion with Mixture-of-Experts for Localizations
par: Wang, Bohao, et autres
Publié: (2025)

Channel Deduction: A New Learning Framework to Acquire Channel from Outdated Samples and Coarse Estimate
par: Chen, Zirui, et autres
Publié: (2024)

Stochastic Geometry Analysis for Distributed RISs-Assisted mmWave Communications
par: Xu, Yuan, et autres
Publié: (2024)

Coverage and Rate Analysis for Distributed RISs-Assisted mmWave Communications
par: Xu, Yuan, et autres
Publié: (2024)

Electromagnetic Hybrid Beamforming for Holographic Communications
par: Ji, Ran, et autres
Publié: (2024)

Bridging Physical and Digital Worlds: Embodied Large AI for Future Wireless Systems
par: Wang, Xinquan, et autres
Publié: (2025)

Mean Field Game-based Waveform Precoding Design for Mobile Crowd Integrated Sensing, Communication, and Computation Systems
par: Wang, Dezhi, et autres
Publié: (2023)

Multi-Sources Fusion Learning for Multi-Points NLOS Localization in OFDM System
par: Wang, Bohao, et autres
Publié: (2024)

Rydberg Atomic Quantum Receivers for the Multi-User MIMO Uplink
par: Gong, Tierui, et autres
Publié: (2025)

Exploring Hannan Limitation for 3D Antenna Array
par: Ji, Ran, et autres
Publié: (2024)

Hashing Beam Training for Integrated Ground-Air-Space Wireless Networks
par: Xu, Yuan, et autres
Publié: (2024)

Electromagnetic Channel Modeling and Capacity Analysis for HMIMO Communications
par: Wei, Li, et autres
Publié: (2025)

Wireless large AI model: shaping the AI-empowered future of 6G and beyond
par: Zhu, Fenghao, et autres
Publié: (2025)

Joint Semantic Communication and Target Sensing for 6G Communication System
par: Yang, Yinchao, et autres
Publié: (2024)

Rydberg Atomic Quantum MIMO Receivers for The Multi-User Uplink
par: Gong, Tierui, et autres
Publié: (2025)

Rydberg Atomic Quantum Receivers for Multi-Target DOA Estimation
par: Gong, Tierui, et autres
Publié: (2025)

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising
par: Zhang, Maojun, et autres
Publié: (2025)

Toward Efficient and Privacy-Aware eHealth Systems: An Integrated Sensing, Computing, and Semantic Communication Approach
par: Yang, Yinchao, et autres
Publié: (2025)

Flexible Intelligent Metasurfaces for Enhancing MIMO Communications
par: An, Jiancheng, et autres
Publié: (2025)

Deep Learning-based Design of Uplink Integrated Sensing and Communication
par: Qi, Qiao, et autres
Publié: (2024)

Exploring Channel Estimation and Signal Detection for ODDM-based ISAC Systems
par: Wang, Dezhi, et autres
Publié: (2024)

A Joint Communication and Computation Design for Distributed RISs Assisted Probabilistic Semantic Communication in IIoT
par: Zhao, Zhouxiang, et autres
Publié: (2024)

Rydberg Atomic Quantum Receivers for Classical Wireless Communication and Sensing
par: Gong, Tierui, et autres
Publié: (2024)

Robust Millimeter Beamforming via Self-Supervised Hybrid Deep Learning
par: Zhu, Fenghao, et autres
Publié: (2023)

Emerging Technologies in Intelligent Metasurfaces: Shaping the Future of Wireless Communications
par: An, Jiancheng, et autres
Publié: (2024)