Cover Image

Wireless Channel Identification via Conditional Diffusion Model

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Yuan, Zheng, Zhong, Liu, Chang, Fei, Zesong
Format:	Preprint
Published:	2025
Subjects:	Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Rateless DeepJSCC for Broadcast Channels: a Rate-Distortion-Complexity Tradeoff
by: Qin, Zijun, et al.
Published: (2026)

Conditional Denoising Diffusion Autoencoders for Wireless Semantic Communications
by: Letafati, Mehdi, et al.
Published: (2025)

Discrete Modeling via Boundary Conditional Diffusion Processes
by: Gu, Yuxuan, et al.
Published: (2024)

Channel-aware Contrastive Conditional Diffusion for Multivariate Probabilistic Time Series Forecasting
by: Li, Siyang, et al.
Published: (2024)

Generating High Dimensional User-Specific Wireless Channels using Diffusion Models
by: Lee, Taekyun, et al.
Published: (2024)

Physics-Informed Generative Modeling of Wireless Channels
by: Böck, Benedikt, et al.
Published: (2025)

Conditional Diffusion Models Based Conditional Independence Testing
by: Yang, Yanfeng, et al.
Published: (2024)

Conditional Denoising Diffusion Probabilistic Models for Data Reconstruction Enhancement in Wireless Communications
by: Letafati, Mehdi, et al.
Published: (2023)

RADE: Learning Risk-Adjustable Driving Environment via Multi-Agent Conditional Diffusion
by: Wang, Jiawei, et al.
Published: (2025)

Communication-Efficient Federated Learning over Wireless Channels via Gradient Sketching
by: Gattani, Vineet Sunil, et al.
Published: (2024)

Robust Super-Capacity SRS Channel Inpainting via Diffusion Models
by: Akram, Usman, et al.
Published: (2025)

SpikeWFM: Spiking-Aided Wireless Foundation Model for Robust Channel Prediction
by: Jing, Liwen, et al.
Published: (2026)

Learning to Gridize: Segment Physical World by Wireless Communication Channel
by: Wang, Juntao, et al.
Published: (2025)

Improving Channel Estimation via Multimodal Diffusion Models with Flow Matching
by: Fan, Xiaotian, et al.
Published: (2026)

Can AI Dream of Unseen Galaxies? Conditional Diffusion Model for Galaxy Morphology Augmentation
by: Ma, Chenrui, et al.
Published: (2025)

Capturing Conditional Dependence via Auto-regressive Diffusion Models
by: Huang, Xunpeng, et al.
Published: (2025)

Latent Diffusion Model-Enabled Low-Latency Semantic Communication in the Presence of Semantic Ambiguities and Wireless Channel Noises
by: Pei, Jianhua, et al.
Published: (2024)

Probabilistic QoS Metric Forecasting in Delay-Tolerant Networks Using Conditional Diffusion Models on Latent Dynamics
by: Zhang, Enming, et al.
Published: (2025)

CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making
by: Dong, Zibin, et al.
Published: (2024)

A Training-Free Conditional Diffusion Model for Learning Stochastic Dynamical Systems
by: Liu, Yanfang, 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)

Joint Relational Database Generation via Graph-Conditional Diffusion Models
by: Ketata, Mohamed Amine, et al.
Published: (2025)

Diffusion Models for Wireless Communications
by: Letafati, Mehdi, et al.
Published: (2023)

Channel Estimation for RIS-Assisted mmWave Systems via Diffusion Models
by: Wang, Yang, et al.
Published: (2025)

Synthesizing Multimodal Electronic Health Records via Predictive Diffusion Models
by: Zhong, Yuan, et al.
Published: (2024)

On the Generalization Properties of Diffusion Models
by: Li, Puheng, et al.
Published: (2023)

Sparse Bayesian Modeling of EEG Channel Interactions Improves P300 Brain-Computer Interface Performance
by: Ma, Guoxuan, et al.
Published: (2026)

Robust Learning of Diffusion Models with Extremely Noisy Conditions
by: Chen, Xin, et al.
Published: (2025)

Interpretable Hierarchical Attention Network for Medical Condition Identification
by: Fang, Dongping, et al.
Published: (2024)

Accurate Network Traffic Matrix Prediction via LEAD: a Large Language Model-Enhanced Adapter-Based Conditional Diffusion Model
by: Sun, Yu, et al.
Published: (2026)

MTSCI: A Conditional Diffusion Model for Multivariate Time Series Consistent Imputation
by: Zhou, Jianping, et al.
Published: (2024)

Causal Time Series Generation via Diffusion Models
by: Xia, Yutong, et al.
Published: (2025)

Efficient Conditional Diffusion Model with Probability Flow Sampling for Image Super-resolution
by: Yuan, Yutao, et al.
Published: (2024)

Channel Normalization for Time Series Channel Identification
by: Lee, Seunghan, et al.
Published: (2025)

Off-dynamics Conditional Diffusion Planners
by: Ng, Wen Zheng Terence, et al.
Published: (2024)

TSFLora: Token-Compressed Split Fine-Tuning for Wireless Edge Networks
by: Qiang, Xianke, et al.
Published: (2026)

Outlier detection in mixed-attribute data: a semi-supervised approach with fuzzy approximations and relative entropy
by: Chen, Baiyang, et al.
Published: (2025)

Conditional Diffusion Modeling with Attention for Probabilistic Battery Capacity Prediction under Real-World Condition
by: Jiang, Chunlin, et al.
Published: (2025)

HeterCSI: Channel-Adaptive Heterogeneous CSI Pretraining Framework for Generalized Wireless Foundation Models
by: Zhang, Chenyu, et al.
Published: (2026)

Regularized Conditional Diffusion Model for Multi-Task Preference Alignment
by: Yu, Xudong, et al.
Published: (2024)