AirFM-DDA: Air-Interface Foundation Model in the Delay-Doppler-Angle Domain for AI-Native 6G
cs.LG, cs.AI, cs.IT, eess.SP, math.IT
Submitted: 2026-04-19
Updated: 2026-08-30
Comments: 18 pages
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- Towards channel foundation models (CFMs): Motivations, methodologies and opportunities
- Exploring the Potential of Large Language Models for Massive MIMO CSI Feedback
- LVM4CSI: Enabling Direct Application of Pre-Trained Large Vision Models for Wireless Channel Tasks
- BERT4MIMO: A Foundation Model using BERT Architecture for Massive MIMO Channel State Information Prediction
- A Multi-Task Foundation Model for Wireless Channel Representation Using Contrastive and Masked Autoencoder Learning
- WAIR-D: Wireless AI Research Dataset
- CSI-MAE: A Masked Autoencoder-based Channel Foundation Model
- MUSE-FM: Multi-task Environment-aware Foundation Model for Wireless Communications
- Sensiverse: A dataset for ISAC study
- WiFo-2: a generalist foundation model unifies heterogeneous wireless system design
- HeterCSI: Channel-Adaptive Heterogeneous CSI Pretraining Framework for Generalized Wireless Foundation Models
- A Wireless Foundation Model for Multi-Task Prediction
- Large Wireless Localization Model (LWLM): A Foundation Model for Positioning in 6G Networks
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