Generating High Dimensional User-Specific Wireless Channels using Diffusion Models
Fuente:
arXiv
Saved in:
| Main Authors: | Lee, Taekyun, Park, Juseong, Kim, Hyeji, Andrews, Jeffrey G. |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Structured Masked Diffusion for Joint Multiuser Decoding
by: Lee, Taekyun, et al.
Published: (2026)
by: Lee, Taekyun, et al.
Published: (2026)
Channel Geometry Preserving Generative Models for CSI Feedback in MU-MIMO
by: Park, Juseong, et al.
Published: (2026)
by: Park, Juseong, et al.
Published: (2026)
End-to-End Deep Learning for TDD MIMO Systems in the 6G Upper Midbands
by: Park, Juseong, et al.
Published: (2024)
by: Park, Juseong, et al.
Published: (2024)
Benchmarking Wireless Representations: High-Dimensional vs. Compressed Embeddings for Efficiency and Robustness
by: Batista, Murilo, et al.
Published: (2026)
by: Batista, Murilo, et al.
Published: (2026)
Graph Signal Diffusion Models for Wireless Resource Allocation
by: Uslu, Yigit Berkay, et al.
Published: (2026)
by: Uslu, Yigit Berkay, et al.
Published: (2026)
Generative Diffusion Models for High Dimensional Channel Estimation
by: Zhou, Xingyu, et al.
Published: (2024)
by: Zhou, Xingyu, et al.
Published: (2024)
Environment-Aware Channel Inference via Cross-Modal Flow: From Multimodal Sensing to Wireless Channels
by: Liang, Guangming, et al.
Published: (2025)
by: Liang, Guangming, et al.
Published: (2025)
Transformer-Driven Neural Beamforming with Imperfect CSI in Urban Macro Wireless Channels
by: Vahapoglu, Cemil, et al.
Published: (2025)
by: Vahapoglu, Cemil, et al.
Published: (2025)
Energy-Efficient Channel Decoding for Wireless Federated Learning: Convergence Analysis and Adaptive Design
by: Qu, Linping, et al.
Published: (2024)
by: Qu, Linping, et al.
Published: (2024)
CSI Compression using Channel Charting
by: Chatelier, Baptiste, et al.
Published: (2024)
by: Chatelier, Baptiste, et al.
Published: (2024)
Channel Modeling for FR3 Upper Mid-band via Generative Adversarial Networks
by: Hu, Yaqi, et al.
Published: (2024)
by: Hu, Yaqi, et al.
Published: (2024)
Wireless Power Control Based on Large Language Models
by: Wang, Jiacheng, et al.
Published: (2026)
by: Wang, Jiacheng, et al.
Published: (2026)
Near-Field Channel Estimation for XL-MIMO: A Deep Generative Model Guided by Side Information
by: Jin, Zhenzhou, et al.
Published: (2025)
by: Jin, Zhenzhou, et al.
Published: (2025)
Conformal Calibration: Ensuring the Reliability of Black-Box AI in Wireless Systems
by: Simeone, Osvaldo, et al.
Published: (2025)
by: Simeone, Osvaldo, et al.
Published: (2025)
GDM4MMIMO: Generative Diffusion Models for Massive MIMO Communications
by: Jin, Zhenzhou, et al.
Published: (2024)
by: Jin, Zhenzhou, et al.
Published: (2024)
On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM)
by: Yang, Zhaohui, et al.
Published: (2024)
by: Yang, Zhaohui, et al.
Published: (2024)
Enhancing Channel Estimation in Quantized Systems with a Generative Prior
by: Fesl, Benedikt, et al.
Published: (2024)
by: Fesl, Benedikt, et al.
Published: (2024)
Federated Learning over Hierarchical Wireless Networks: Training Latency Minimization via Submodel Partitioning
by: Fang, Wenzhi, et al.
Published: (2023)
by: Fang, Wenzhi, et al.
Published: (2023)
Biased Federated Learning under Wireless Heterogeneity
by: Abrar, Muhammad Faraz Ul, et al.
Published: (2025)
by: Abrar, Muhammad Faraz Ul, et al.
Published: (2025)
A Measurement Report Data-Driven Framework for Localized Statistical Channel Modeling
by: Qin, Xinyu, et al.
Published: (2025)
by: Qin, Xinyu, et al.
Published: (2025)
Decision Feedback In-Context Learning for Wireless Symbol Detection
by: Fan, Li, et al.
Published: (2025)
by: Fan, Li, et al.
Published: (2025)
Wireless Resource Allocation with Collaborative Distributed and Centralized DRL under Control Channel Attacks
by: Wang, Ke, et al.
Published: (2024)
by: Wang, Ke, et al.
Published: (2024)
Machine Learning-Based Channel Prediction for RIS-assisted MIMO Systems With Channel Aging
by: Ginige, Nipuni, et al.
Published: (2024)
by: Ginige, Nipuni, et al.
Published: (2024)
Chain-of-Thought Enhanced Shallow Transformers for Wireless Symbol Detection
by: Fan, Li, et al.
Published: (2025)
by: Fan, Li, et al.
Published: (2025)
RIS-Enabled Smart Wireless Environments: Fundamentals and Distributed Optimization
by: Alexandropoulos, George C., et al.
Published: (2025)
by: Alexandropoulos, George C., et al.
Published: (2025)
An Analysis of Minimum Error Entropy Loss Functions in Wireless Communications
by: Pallewela, Rumeshika, et al.
Published: (2024)
by: Pallewela, Rumeshika, et al.
Published: (2024)
CSI-GPT: Integrating Generative Pre-Trained Transformer with Federated-Tuning to Acquire Downlink Massive MIMO Channels
by: Zeng, Ye, et al.
Published: (2024)
by: Zeng, Ye, et al.
Published: (2024)
Learning-Based Multiuser Scheduling in MIMO-OFDM Systems with Hybrid Beamforming
by: Agheli, Pouya, et al.
Published: (2025)
by: Agheli, Pouya, et al.
Published: (2025)
CF-CGN: Channel Fingerprints Extrapolation for Multi-band Massive MIMO Transmission based on Cycle-Consistent Generative Networks
by: Xie, Chenjie, et al.
Published: (2024)
by: Xie, Chenjie, et al.
Published: (2024)
Efficient Wireless Federated Learning via Low-Rank Gradient Factorization
by: Guo, Mingzhao, et al.
Published: (2024)
by: Guo, Mingzhao, et al.
Published: (2024)
Beyond Point Estimates: Likelihood-Based Full-Posterior Wireless Localization
by: Lei, Haozhe, et al.
Published: (2025)
by: Lei, Haozhe, et al.
Published: (2025)
Semantic Communication for Cooperative Multi-Task Processing over Wireless Networks
by: Razlighi, Ahmad Halimi, et al.
Published: (2024)
by: Razlighi, Ahmad Halimi, et al.
Published: (2024)
Site-Specific Beam Alignment in 6G via Deep Learning
by: Heng, Yuqiang, et al.
Published: (2024)
by: Heng, Yuqiang, et al.
Published: (2024)
Variational Source-Channel Coding for Semantic Communication
by: Feng, Yulong, et al.
Published: (2024)
by: Feng, Yulong, et al.
Published: (2024)
Adaptive Source-Channel Coding for Semantic Communications
by: Li, Dongxu, et al.
Published: (2025)
by: Li, Dongxu, et al.
Published: (2025)
Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks
by: Park, Seong-Joon, et al.
Published: (2025)
by: Park, Seong-Joon, et al.
Published: (2025)
Deep-Unfolded Massive Grant-Free Transmission in Cell-Free Wireless Communication Systems
by: Sun, Gangle, et al.
Published: (2025)
by: Sun, Gangle, et al.
Published: (2025)
Prioritizing Gradient Sign Over Modulus: An Importance-Aware Framework for Wireless Federated Learning
by: Yue, Yiyang, et al.
Published: (2026)
by: Yue, Yiyang, et al.
Published: (2026)
Generative AI Meets 6G and Beyond: Diffusion Models for Semantic Communications
by: Qin, Hai-Long, et al.
Published: (2025)
by: Qin, Hai-Long, et al.
Published: (2025)
GNN-Based Joint Channel and Power Allocation in Heterogeneous Wireless Networks
by: Chen, Lili, et al.
Published: (2024)
by: Chen, Lili, et al.
Published: (2024)
Similar Items
-
Structured Masked Diffusion for Joint Multiuser Decoding
by: Lee, Taekyun, et al.
Published: (2026) -
Channel Geometry Preserving Generative Models for CSI Feedback in MU-MIMO
by: Park, Juseong, et al.
Published: (2026) -
End-to-End Deep Learning for TDD MIMO Systems in the 6G Upper Midbands
by: Park, Juseong, et al.
Published: (2024) -
Benchmarking Wireless Representations: High-Dimensional vs. Compressed Embeddings for Efficiency and Robustness
by: Batista, Murilo, et al.
Published: (2026) -
Graph Signal Diffusion Models for Wireless Resource Allocation
by: Uslu, Yigit Berkay, et al.
Published: (2026)