Multi-Modal Intelligent Channel Modeling: A New Modeling Paradigm via Synesthesia of Machines
Fuente:
arXiv
Saved in:
| Main Authors: | Bai, Lu, Huang, Ziwei, Sun, Mingran, Cheng, Xiang, Cui, Lizhen |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Scatterer Recognition for Multi-Modal Intelligent Vehicular Channel Modeling via Synesthesia of Machines
by: Huang, Ziwei, et al.
Published: (2024)
by: Huang, Ziwei, et al.
Published: (2024)
Synesthesia of Machines Based Multi-Modal Intelligent V2V Channel Model
by: Han, Zengrui, et al.
Published: (2025)
by: Han, Zengrui, et al.
Published: (2025)
WiCo-PG: Wireless Channel Foundation Model for Pathloss Map Generation via Synesthesia of Machines
by: Sun, Mingran, et al.
Published: (2025)
by: Sun, Mingran, et al.
Published: (2025)
LLM4PG: Adapting Large Language Model for Pathloss Map Generation via Synesthesia of Machines
by: Sun, Mingran, et al.
Published: (2025)
by: Sun, Mingran, et al.
Published: (2025)
A LiDAR-Aided Channel Model for Vehicular Intelligent Sensing-Communication Integration
by: Huang, Ziwei, et al.
Published: (2024)
by: Huang, Ziwei, et al.
Published: (2024)
Multi-Modal Intelligent Channel Modeling: From Fine-tuned LLMs to Pre-trained Foundation Models
by: Bai, Lu, et al.
Published: (2026)
by: Bai, Lu, et al.
Published: (2026)
LLM4SG: Adapting Large Language Model for Scatterer Generation via Synesthesia of Machines
by: Han, Zengrui, et al.
Published: (2025)
by: Han, Zengrui, et al.
Published: (2025)
LLM4MG: Adapting Large Language Model for Multipath Generation via Synesthesia of Machines
by: Huang, Ziwei, et al.
Published: (2025)
by: Huang, Ziwei, et al.
Published: (2025)
SynthSoM: A synthetic intelligent multi-modal sensing-communication dataset for Synesthesia of Machines (SoM)
by: Cheng, Xiang, et al.
Published: (2025)
by: Cheng, Xiang, et al.
Published: (2025)
Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration
by: Cheng, Xiang, et al.
Published: (2025)
by: Cheng, Xiang, et al.
Published: (2025)
Multi-Modal Sensing Residual-Corrected GNN for mmWave Path Loss Prediction via Synesthesia of Machines
by: Lu, Mengyuan, et al.
Published: (2026)
by: Lu, Mengyuan, et al.
Published: (2026)
WiCo-MG: Wireless Channel Foundation Model for Multipath Generation via Synesthesia of Machines
by: Han, Zengrui, et al.
Published: (2025)
by: Han, Zengrui, et al.
Published: (2025)
A Multi-modal Intelligent Channel Model for 6G Multi-UAV-to-Multi-Vehicle Communications
by: Bai, Lu, et al.
Published: (2025)
by: Bai, Lu, et al.
Published: (2025)
SynthSoM-Twin: A Multi-Modal Sensing-Communication Digital-Twin Dataset for Sim2Real Transfer via Synesthesia of Machines
by: Chen, Junlong, et al.
Published: (2025)
by: Chen, Junlong, et al.
Published: (2025)
Multi-Modal Intelligent Channel Modeling Framework for 6G-Enabled Networked Intelligent Systems
by: Bai, Lu, et al.
Published: (2025)
by: Bai, Lu, et al.
Published: (2025)
A Multi-Modal Intelligent U2V Channel Model for 6G Sensing-Communication Integration
by: Wang, Shuo, et al.
Published: (2026)
by: Wang, Shuo, et al.
Published: (2026)
Embodied Intelligent Wireless (EIW): Synesthesia of Machines Empowered Wireless Communications
by: Cheng, Xiang, et al.
Published: (2025)
by: Cheng, Xiang, et al.
Published: (2025)
Synesthesia of Machines (SoM)-Aided Online FDD Precoding via Heterogeneous Multi-Modal Sensing: A Vertical Federated Learning Approach
by: Zhang, Haotian, et al.
Published: (2025)
by: Zhang, Haotian, et al.
Published: (2025)
Synesthesia of Machines (SoM)-Empowered Wireless Image Transmission over Complex Dynamic Channel
by: Li, Haozhen, et al.
Published: (2025)
by: Li, Haozhen, et al.
Published: (2025)
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM)
by: Liu, Xuanyu, et al.
Published: (2026)
by: Liu, Xuanyu, et al.
Published: (2026)
Synesthesia of Machines (SoM)-Enhanced Wideband Multi-User CSI Learning With LiDAR Sensing
by: Zhang, Haotian, et al.
Published: (2024)
by: Zhang, Haotian, et al.
Published: (2024)
Sensing-Assisted LoS/NLoS Identification in Dynamic UAV Positioning Systems
by: Qiao, Huijuan, et al.
Published: (2026)
by: Qiao, Huijuan, et al.
Published: (2026)
Artificial Intelligence Empowered Channel Prediction: A New Paradigm for Propagation Channel Modeling
by: He, Ruisi, et al.
Published: (2026)
by: He, Ruisi, et al.
Published: (2026)
Synesthesia of Machines (SoM)-Aided LiDAR Point Cloud Transmission for Collaborative Perception
by: Liu, Ensong, et al.
Published: (2025)
by: Liu, Ensong, et al.
Published: (2025)
Synesthesia of Machine (SoM)-Driven Analog Precoder Optimization for Enhanced ISAC Performance in Sub-THz Systems
by: Yang, Zonghui, et al.
Published: (2024)
by: Yang, Zonghui, et al.
Published: (2024)
Synesthesia of Machines (SoM)-Aided FDD Precoding with Sensing Heterogeneity: A Vertical Federated Learning Approach
by: Zhang, Haotian, et al.
Published: (2025)
by: Zhang, Haotian, et al.
Published: (2025)
Synesthesia of Machines (SoM)-Enhanced ISAC Precoding for Vehicular Networks with Double Dynamics
by: Yang, Zonghui, et al.
Published: (2024)
by: Yang, Zonghui, et al.
Published: (2024)
Synesthesia of Machines (SoM)-Based Task-Driven MIMO System for Image Transmission
by: Li, Sijiang, et al.
Published: (2025)
by: Li, Sijiang, et al.
Published: (2025)
Synesthesia of Machines (SoM)-Enhanced Sub-THz ISAC Transmission for Air-Ground Network
by: Yang, Zonghui, et al.
Published: (2025)
by: Yang, Zonghui, et al.
Published: (2025)
Stacked Intelligent Metasurfaces for Multi-Modal Semantic Communications
by: Huang, Guojun, et al.
Published: (2025)
by: Huang, Guojun, et al.
Published: (2025)
Tiny-WiFo: A Lightweight Wireless Foundation Model for Channel Prediction via Multi-Component Adaptive Knowledge Distillation
by: Zhang, Haotian, et al.
Published: (2025)
by: Zhang, Haotian, et al.
Published: (2025)
Data-Model Co-Driven Continuous Channel Map Construction: A Perceptive Foundation for Embodied Intelligent Agents in 6G Networks
by: Qi, Tianrun, et al.
Published: (2026)
by: Qi, Tianrun, et al.
Published: (2026)
Characterization of Wireless Channel Semantics: A New Paradigm
by: Zhang, Zhengyu, et al.
Published: (2024)
by: Zhang, Zhengyu, et al.
Published: (2024)
Enabling 6G Through Multi-Domain Channel Extrapolation: Opportunities and Challenges of Generative Artificial Intelligence
by: Gao, Yuan, et al.
Published: (2025)
by: Gao, Yuan, et al.
Published: (2025)
Multi-Modal Neural Radio Radiance Field for Localized Statistical Channel Modelling
by: Wang, Yiheng, et al.
Published: (2025)
by: Wang, Yiheng, et al.
Published: (2025)
A Novel 6G Dynamic Channel Map Based on a Hybrid Channel Model
by: Qi, Tianrun, et al.
Published: (2026)
by: Qi, Tianrun, et al.
Published: (2026)
Wireless Channel Modeling for Machine Learning -- A Critical View on Standardized Channel Models
by: Böck, Benedikt, et al.
Published: (2025)
by: Böck, Benedikt, et al.
Published: (2025)
Addressing the Curse of Scenario and Task Generalization in AI-6G: A Multi-Modal Paradigm
by: Jiao, Tianyu, et al.
Published: (2025)
by: Jiao, Tianyu, et al.
Published: (2025)
Multi-Modal Fusion-Based Multi-Task Semantic Communication System
by: Zhu, Zengle, et al.
Published: (2024)
by: Zhu, Zengle, et al.
Published: (2024)
WiFo: Wireless Foundation Model for Channel Prediction
by: Liu, Boxun, et al.
Published: (2024)
by: Liu, Boxun, et al.
Published: (2024)
Similar Items
-
Scatterer Recognition for Multi-Modal Intelligent Vehicular Channel Modeling via Synesthesia of Machines
by: Huang, Ziwei, et al.
Published: (2024) -
Synesthesia of Machines Based Multi-Modal Intelligent V2V Channel Model
by: Han, Zengrui, et al.
Published: (2025) -
WiCo-PG: Wireless Channel Foundation Model for Pathloss Map Generation via Synesthesia of Machines
by: Sun, Mingran, et al.
Published: (2025) -
LLM4PG: Adapting Large Language Model for Pathloss Map Generation via Synesthesia of Machines
by: Sun, Mingran, et al.
Published: (2025) -
A LiDAR-Aided Channel Model for Vehicular Intelligent Sensing-Communication Integration
by: Huang, Ziwei, et al.
Published: (2024)