Cover Image

Generative vs. Predictive Models in Massive MIMO Channel Prediction

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lee, Ju-Hyung, Lee, Joohan, Molisch, Andreas F.
Format:	Preprint
Published:	2024
Subjects:	Information Theory Networking and Internet Architecture
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

AutoBS: Autonomous Base Station Deployment with Reinforcement Learning and Digital Network Twins
by: Lee, Ju-Hyung, et al.
Published: (2025)

Pilot Assignment for Distributed Massive MIMO Based on Channel Estimation Error Minimization
by: Khan, Mohd Saif Ali, et al.
Published: (2025)

Distributed Pilot Assignment for Distributed Massive-MIMO Networks
by: Khan, Mohd Saif Ali, et al.
Published: (2023)

Adaptive Local Combining with Decentralized Decoding for Distributed Massive MIMO
by: Khan, Mohd Saif Ali, et al.
Published: (2025)

Energy-and Spectral-Efficiency Trade-off in Distributed Massive-MIMO Networks
by: Khan, Mohd Saif Ali, et al.
Published: (2025)

Joint AP-UE Association and Power Factor Optimization for Distributed Massive MIMO
by: Khan, Mohd Saif Ali, et al.
Published: (2024)

Ising Machines' Dynamics and Regularization for Near-Optimal Large and Massive MIMO Detection
by: Singh, Abhishek Kumar, et al.
Published: (2021)

BeamVLM for Low-altitude Economy: Generative Beam Prediction via Vision-language Models
by: Kou, Chenran, et al.
Published: (2026)

Complex-Valued Neural Networks for Ultra-Reliable Massive MIMO
by: Valadares, Pedro Benevenuto, et al.
Published: (2025)

Performance of Slotted ALOHA in User-Centric Cell-Free Massive MIMO
by: Maryopi, Dick, et al.
Published: (2024)

Near-optimal pilot assignment in cell-free massive MIMO
by: Guedes, Raphael M., et al.
Published: (2023)

The Tri-Hybrid MIMO Architecture
by: Heath, Jr., Robert W., et al.
Published: (2025)

Joint Energy and Latency Optimization in Federated Learning over Cell-Free Massive MIMO Networks
by: Mahmoudi, Afsaneh, et al.
Published: (2024)

Channel Estimation with Asynchronous Reception for User-Centric Cell-Free MIMO Systems
by: Sun, Xuyang, et al.
Published: (2025)

Data-oriented Coordinated Uplink Transmission for Massive IoT System
by: Hämäläinen, Jyri, et al.
Published: (2024)

Golden Modulation: a New and Effective Waveform for Massive IoT
by: Vangelista, Lorenzo, et al.
Published: (2023)

Optimizing Information Freshness in Uplink Multiuser MIMO Networks with Partial Observations
by: Liu, Jingwei, et al.
Published: (2024)

User-Access Point Association for High Density MIMO Wireless LANs
by: Oni, Phillip B., et al.
Published: (2024)

Joint Constellation Shaping Using Gradient Descent Approach for MU-MIMO Broadcast Channel
by: Vaillant, Maxime, et al.
Published: (2024)

Near-optimal stochastic MIMO signal detection with a mixture of t-distribution prior
by: Hagiwara, Junichiro, et al.
Published: (2023)

GRAND Massive Parallel Decoding Framework for Low Latency in Beyond 5G
by: Gligoroski, Danilo, et al.
Published: (2024)

Holographic MIMO Empowered NOMA-ISAC for 6G: Rate-Splitting Enhanced Near-Field Modeling, Multi-Objective Optimization, and Statistical Performance Validation
by: Majhi, Sumita
Published: (2025)

DeepNP: Deep Learning-Based Noise Prediction for Ultra-Reliable Low-Latency Communications
by: Waxman, Adina, et al.
Published: (2021)

Optimizing Throughput Performance in Distributed MIMO Wi-Fi Networks using Deep Reinforcement Learning
by: Krishnan, Neelakantan Nurani, et al.
Published: (2018)

The Evolution of Applications, Hardware Design, and Channel Modeling for Terahertz (THz) Band Communications and Sensing: Ready for 6G?
by: Jornet, Josep M., et al.
Published: (2024)

Revenue Optimization in Video Caching Networks with Privacy-Preserving Demand Predictions
by: Zhang, Yijing, et al.
Published: (2025)

RIS-assisted Cell-Free MIMO with Dynamic Arrivals and Departures of Users: A Novel Network Stability Approach
by: Chaaya, Charbel Bou, et al.
Published: (2023)

Rate-Matching Framework for RSMA-Enabled Multibeam LEO Satellite Communications
by: Seong, Jaehyup, et al.
Published: (2025)

Convolutional Coded Poisson Receivers
by: Lee, Cheng-En, et al.
Published: (2024)

Optimizing Age of Information in Internet of Vehicles Over Error-Prone Channels
by: Zhang, Cui, et al.
Published: (2024)

Age-Aware CSI Acquisition of a Finite-State Markovian Channel
by: Ayan, Onur, et al.
Published: (2025)

Scalable Multivariate Fronthaul Quantization for Cell-Free Massive MIMO
by: Park, Sangwoo, et al.
Published: (2024)

Context-Conditioned Spatio-Temporal Predictive Learning for Reliable V2V Channel Prediction
by: Chu, Lei, et al.
Published: (2024)

Bayesian Optimization Framework for Channel Simulation-Based Base Station Placement and Transmission Power Design
by: Sato, Koya, et al.
Published: (2024)

Spatially Consistent Air-to-Ground Channel Modeling via Generative Neural Networks
by: Giuliani, Amedeo, et al.
Published: (2024)

Large Language Models for Knowledge-Free Network Management: Feasibility Study and Opportunities
by: Lee, Hoon, et al.
Published: (2024)

On the Stability Regions of Coded Poisson Receivers with Multiple Classes of Users and Receivers
by: Chang, Chia-Ming, et al.
Published: (2021)

Interactive AI with Retrieval-Augmented Generation for Next Generation Networking
by: Zhang, Ruichen, et al.
Published: (2024)

Sharing-Based Channel Access Procedure For Next Generation of Wireless LAN
by: Xia, Qing, et al.
Published: (2024)

Path Assignment in Mesh Networks at the Edge of Wireless Networks
by: Kumar, Siddhartha, et al.
Published: (2024)