Can Wireless Environmental Information Decrease Pilot Overhead: A CSI Prediction Example
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Shi, Lianzheng, Zhang, Jianhua, Yu, Li, Zhang, Yuxiang, Zhang, Zhen, Cai, Yichen, Liu, Guangyi |
|---|---|
| Format: | Preprint |
| Publié: |
2024
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Digital Twin Channel-Aided CSI Prediction: An Environment-Based Subspace Extraction Approach for Achieving Low Overhead and High Robustness
par: Cai, Yichen, et autres
Publié: (2025)
par: Cai, Yichen, et autres
Publié: (2025)
Multi-Modal Large Models Based Beam Prediction: An Example Empowered by DeepSeek
par: Zhao, Yizhu, et autres
Publié: (2025)
par: Zhao, Yizhu, et autres
Publié: (2025)
ChannelGPT: A Large Model to Generate Digital Twin Channel for 6G Environment Intelligence
par: Yu, Li, et autres
Publié: (2024)
par: Yu, Li, et autres
Publié: (2024)
Paradigm Shift from Statistical Channel Modeling to Digital Twin Prediction: An Environment-Generalizable ChannelLM for 6G AI-enabled Air Interface
par: Cai, Yichen, et autres
Publié: (2026)
par: Cai, Yichen, et autres
Publié: (2026)
Towards 6G Digital Twin Channel Using Radio Environment Knowledge Pool
par: Wang, Jialin, et autres
Publié: (2023)
par: Wang, Jialin, et autres
Publié: (2023)
Wireless Environmental Information Theory: A New Paradigm towards 6G Online and Proactive Environment Intelligence Communication
par: Zhang, Jianhua, et autres
Publié: (2024)
par: Zhang, Jianhua, et autres
Publié: (2024)
Wireless Environment Information Sensing, Feature, Semantic, and Knowledge: Four Steps Towards 6G AI-Enabled Air Interface
par: Zhang, Jianhua, et autres
Publié: (2024)
par: Zhang, Jianhua, et autres
Publié: (2024)
New Characteristics and Modeling of 6G Channels: Toward a Unified Channel Model for Standardization
par: Gong, Huiwen, et autres
Publié: (2024)
par: Gong, Huiwen, et autres
Publié: (2024)
A Robust CSI-Based Scatterer Geometric Reconstruction Method for 6G ISAC System
par: Luo, Yubin, et autres
Publié: (2025)
par: Luo, Yubin, et autres
Publié: (2025)
A Shared Cluster-based Stochastic Channel Model for Integrated Sensing and Communication Systems
par: Liu, Yameng, et autres
Publié: (2022)
par: Liu, Yameng, et autres
Publié: (2022)
Multi-Modal Environmental Sensing Based Path Loss Prediction for V2I Communications
par: Wang, Kai, et autres
Publié: (2024)
par: Wang, Kai, et autres
Publié: (2024)
Road to 6G Digital Twin Networks: Multi-Task Adaptive Ray-Tracing as a Key Enabler
par: Yu, Li, et autres
Publié: (2025)
par: Yu, Li, et autres
Publié: (2025)
Semantic-driven Wireless Environment Knowledge Representation for Efficiency-Accuracy Balanced Beam Prediction in Vehicular Networks
par: Wang, Jialin, et autres
Publié: (2025)
par: Wang, Jialin, et autres
Publié: (2025)
ChannelAgent-Empowered Electromagnetic Space World Model: A Case Study on Agent-Driven Channel Generation for 6G AI-Native Air Interface
par: Li, Mingyue, et autres
Publié: (2026)
par: Li, Mingyue, et autres
Publié: (2026)
Ill-Posedness Analysis of CSI-Based Electromagnetic Inverse Scattering for Material Reconstruction in ISAC Systems
par: Luo, Yubin, et autres
Publié: (2026)
par: Luo, Yubin, et autres
Publié: (2026)
SiFo: Wireless Foundation Model for Low-Overhead Site-Specific CSI Feedback
par: Zhao, Cheng-Jie, et autres
Publié: (2026)
par: Zhao, Cheng-Jie, et autres
Publié: (2026)
Digital Wireless Image Transmission via Distribution Matching
par: Yang, Pujing, et autres
Publié: (2024)
par: Yang, Pujing, et autres
Publié: (2024)
Low-Overhead CSI Prediction via Gaussian Process Regression
par: Shah, Syed Luqman, et autres
Publié: (2025)
par: Shah, Syed Luqman, et autres
Publié: (2025)
An Approximate Wave-Number Domain Expression for Near-Field XL-array Channel
par: Xing, Hongbo, et autres
Publié: (2024)
par: Xing, Hongbo, et autres
Publié: (2024)
The Coupling Effect of Sensing Targets on the Environment for 3GPP ISAC Channels: Observation, Modeling, and Validation
par: Liu, Yameng, et autres
Publié: (2025)
par: Liu, Yameng, et autres
Publié: (2025)
An Enhanced Dynamic Ray Tracing Architecture for Channel Prediction Based on Multipath Bidirectional Geometry and Field Extrapolation
par: Miao, Yinghe, et autres
Publié: (2024)
par: Miao, Yinghe, et autres
Publié: (2024)
Research and Experimental Validation for 3GPP ISAC Channel Modeling Standardization
par: Zhang, Yuxiang, et autres
Publié: (2025)
par: Zhang, Yuxiang, et autres
Publié: (2025)
AI for CSI Prediction in 5G-Advanced and Beyond
par: Jiang, Chengyong, et autres
Publié: (2025)
par: Jiang, Chengyong, et autres
Publié: (2025)
A Novel Multi-Reference-Point Modeling Framework for Monostatic Background Channel: Toward 3GPP ISAC Standardization
par: Liu, Yameng, et autres
Publié: (2025)
par: Liu, Yameng, et autres
Publié: (2025)
A Unified Deterministic Channel Model for Multi-Type RIS with Reflective, Transmissive, and Polarization Operations
par: Zhang, Yuxiang, et autres
Publié: (2025)
par: Zhang, Yuxiang, et autres
Publié: (2025)
Reduced Overhead Channel Estimation for OTFS With Split Pilot
par: Li, Danilo Lelin, et autres
Publié: (2024)
par: Li, Danilo Lelin, et autres
Publié: (2024)
A Unified RCS Modeling of Typical Targets for 3GPP ISAC Channel Standardization and Experimental Analysis
par: Zhang, Yuxiang, et autres
Publié: (2025)
par: Zhang, Yuxiang, et autres
Publié: (2025)
BUPTCMCC-6G-CMG+: A GBSM-Based ISAC Standard Channel Model Generator
par: Zhao, Changsheng, et autres
Publié: (2024)
par: Zhao, Changsheng, et autres
Publié: (2024)
Prediction-Powered Risk Monitoring of Deployed Models for Detecting Harmful Distribution Shifts
par: Zhang, Guangyi, et autres
Publié: (2026)
par: Zhang, Guangyi, et autres
Publié: (2026)
Environment Reconstruction with Multi-targets Reflectors-merged Sensing Method Based on THz Single-sided Channel Characteristics
par: Chang, Zhaowei, et autres
Publié: (2024)
par: Chang, Zhaowei, et autres
Publié: (2024)
Rate-Adaptive Generative Semantic Communication Using Conditional Diffusion Models
par: Yang, Pujing, et autres
Publié: (2024)
par: Yang, Pujing, et autres
Publié: (2024)
Enhancing 6G Wireless Intelligence: Do LLMs Work for CSI Prediction?
par: Kazemian, Mohsen, et autres
Publié: (2026)
par: Kazemian, Mohsen, et autres
Publié: (2026)
WiFo-CF: Wireless Foundation Model for CSI Feedback
par: Liu, Xuanyu, et autres
Publié: (2025)
par: Liu, Xuanyu, et autres
Publié: (2025)
6G Channel Modeling: Requirement, Measurement, Methodology and Simulator
par: Zhang, Jianhua, et autres
Publié: (2023)
par: Zhang, Jianhua, et autres
Publié: (2023)
Out-of-Band Modality Synergy Based Multi-User Beam Prediction and Proactive BS Selection with Zero Pilot Overhead
par: Li, Kehui, et autres
Publié: (2025)
par: Li, Kehui, et autres
Publié: (2025)
Location-Agnostic Channel Knowledge Map Construction for Dynamic Scenes
par: Zhou, Kequan, et autres
Publié: (2026)
par: Zhou, Kequan, et autres
Publié: (2026)
Towards Compatible Semantic Communication: A Perspective on Digital Coding and Modulation
par: Zhang, Guangyi, et autres
Publié: (2024)
par: Zhang, Guangyi, et autres
Publié: (2024)
Digital Twin Channel for 6G: Concepts, Architectures and Potential Applications
par: Wang, Heng, et autres
Publié: (2024)
par: Wang, Heng, et autres
Publié: (2024)
F$^4$-CKM: Learning Channel Knowledge Map with Radio Frequency Radiance Field Rendering
par: Zhou, Kequan, et autres
Publié: (2026)
par: Zhou, Kequan, et autres
Publié: (2026)
A Novel Environment Object Modeling Method for Vehicular ISAC Scenarios
par: Jiang, Hanyuan, et autres
Publié: (2025)
par: Jiang, Hanyuan, et autres
Publié: (2025)
Documents similaires
-
Digital Twin Channel-Aided CSI Prediction: An Environment-Based Subspace Extraction Approach for Achieving Low Overhead and High Robustness
par: Cai, Yichen, et autres
Publié: (2025) -
Multi-Modal Large Models Based Beam Prediction: An Example Empowered by DeepSeek
par: Zhao, Yizhu, et autres
Publié: (2025) -
ChannelGPT: A Large Model to Generate Digital Twin Channel for 6G Environment Intelligence
par: Yu, Li, et autres
Publié: (2024) -
Paradigm Shift from Statistical Channel Modeling to Digital Twin Prediction: An Environment-Generalizable ChannelLM for 6G AI-enabled Air Interface
par: Cai, Yichen, et autres
Publié: (2026) -
Towards 6G Digital Twin Channel Using Radio Environment Knowledge Pool
par: Wang, Jialin, et autres
Publié: (2023)