Image de couverture de livre

Evaluation Metrics and Methods for Generative Models in the Wireless PHY Layer

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Baur, Michael, Turan, Nurettin, Wallner, Simon, Utschick, Wolfgang
Format:	Preprint
Publié:	2024
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

A Statistical Characterization of Wireless Channels Conditioned on Side Information
par: Böck, Benedikt, et autres
Publié: (2024)

Feedback Design with VQ-VAE for Robust Precoding in Multi-User FDD Systems
par: Turan, Nurettin, et autres
Publié: (2024)

Channel Estimation in Underdetermined Systems Utilizing Variational Autoencoders
par: Baur, Michael, et autres
Publié: (2023)

Variational Autoencoder for Channel Estimation: Real-World Measurement Insights
par: Baur, Michael, et autres
Publié: (2023)

Statistical Precoder Design in Multi-User Systems via Graph Neural Networks and Generative Modeling
par: Turan, Nurettin, et autres
Publié: (2024)

A Versatile Pilot Design Scheme for FDD Systems Utilizing Gaussian Mixture Models
par: Turan, Nurettin, et autres
Publié: (2024)

Limited Feedback on Measurements: Sharing a Codebook or a Generative Model?
par: Turan, Nurettin, et autres
Publié: (2024)

DoA-Aided MMSE Channel Estimation for Wireless Communication Systems
par: Weißer, Franz, et autres
Publié: (2023)

Leveraging Variational Autoencoders for Parameterized MMSE Estimation
par: Baur, Michael, et autres
Publié: (2023)

Autoregressive-Gaussian Mixture Models: Efficient Generative Modeling of WSS Signals
par: Klein, Kathrin, et autres
Publié: (2025)

Precoder Design in Multi-User FDD Systems with VQ-VAE and GNN
par: Allaparapu, Srikar, et autres
Publié: (2025)

Linear and Nonlinear MMSE Estimation in One-Bit Quantized Systems under a Gaussian Mixture Prior
par: Fesl, Benedikt, et autres
Publié: (2024)

Learning the CSI Denoising and Feedback Without Supervision
par: Rizzello, Valentina, et autres
Publié: (2021)

Channel-Adaptive Pilot Design for FDD-MIMO Systems Utilizing Gaussian Mixture Models
par: Turan, Nurettin, et autres
Publié: (2024)

Enhancing Channel Estimation in Quantized Systems with a Generative Prior
par: Fesl, Benedikt, et autres
Publié: (2024)

Performance Analysis of Systems with Coupled and Decoupled RISs
par: Semmler, Dominik, et autres
Publié: (2024)

Wireless Channel Prediction via Gaussian Mixture Models
par: Turan, Nurettin, et autres
Publié: (2024)

Semi-Blind Strategies for MMSE Channel Estimation Utilizing Generative Priors
par: Weißer, Franz, et autres
Publié: (2025)

A CPFSK Transceiver with Hybrid CSS-DSSS Spreading for LPWAN PHY Communication
par: Wen, Wenkun, et autres
Publié: (2025)

Sparse Bayesian Generative Modeling for Joint Parameter and Channel Estimation
par: Böck, Benedikt, et autres
Publié: (2025)

Alternating Minimization for Wideband Multiuser IRS-aided MIMO Systems under Imperfect CSI
par: Pérez-Adán, Darian, et autres
Publié: (2024)

Nonlocal Reconfigurable Intelligent Surfaces for Wireless Communication: Modeling and Physical Layer Aspects
par: Mezghani, Amine, et autres
Publié: (2022)

Movable Antenna-Enhanced Wireless Communications: General Architectures and Implementation Methods
par: Ning, Boyu, et autres
Publié: (2024)

A Product Channel Attack to Wireless Physical Layer Security
par: Anaya-Lopez, Gonzalo J., et autres
Publié: (2020)

Flexible Antenna Arrays for Wireless Communications: Modeling and Performance Evaluation
par: Yang, Songjie, et autres
Publié: (2024)

Physical Layer Security in FAS-aided Wireless Powered NOMA Systems
par: Ghadi, Farshad Rostami, et autres
Publié: (2025)

Large Wireless Model (LWM): A Foundation Model for Wireless Channels
par: Alikhani, Sadjad, et autres
Publié: (2024)

A Dataset Similarity Evaluation Framework for Wireless Communications and Sensing
par: Morais, Joao, et autres
Publié: (2024)

Addressing Pilot Contamination in Channel Estimation with Variational Autoencoders
par: Kasibovic, Amar, et autres
Publié: (2024)

RIS-Assisted Physical Layer Security in Emerging RF and Optical Wireless Communication Systems: A Comprehensive Survey
par: Khoshafa, Majid H., et autres
Publié: (2024)

Double Directional Wireless Channel Generation: A Statistics-Informed Generative Approach
par: Pervej, Md-Ferdous, et autres
Publié: (2025)

Interpreting Deepcode, a learned feedback code
par: Zhou, Yingyao, et autres
Publié: (2024)

Robust Full-Space Physical Layer Security for STAR-RIS-Aided Wireless Networks: Eavesdropper with Uncertain Location and Channel
par: Xiao, Han, et autres
Publié: (2025)

Spatially Non-Stationary XL-MIMO Channel Estimation: A Three-Layer Generalized Approximate Message Passing Method
par: Tang, Anzheng, et autres
Publié: (2024)

Modeling and Optimization for Rotatable Antenna Enabled Wireless Communication
par: Wu, Qingjie, et autres
Publié: (2024)

Rotatable Antenna-Enabled Wireless Communication: Modeling and Optimization
par: Zheng, Beixiong, et autres
Publié: (2025)

Large Artificial Intelligence Models for Future Wireless Communications
par: Huang, Chong, et autres
Publié: (2026)

Multi-Model Wireless Federated Learning with Downlink Beamforming
par: Zhang, Chong, et autres
Publié: (2023)

Wireless Hallucination in Generative AI-enabled Communications: Concepts, Issues, and Solutions
par: Wang, Xudong, et autres
Publié: (2025)

Modeling and Performance Analysis for Movable Antenna Enabled Wireless Communications
par: Zhu, Lipeng, et autres
Publié: (2022)