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Preprint Jul 2026

JEPA-CFM: A Joint Embedding Predictive Architecture-based Channel Foundation Model for Robust Fluid Antenna Systems

Fluid antenna systems (FAS) have emerged as a promising technology for sixth-generation (6G) wireless networks. By allowing antenna elements to move freely within a compact region, FAS can exploit rich spatial diversity without additional hardware. However, acquiring real-time channel state information (CSI), extrapola...

Yuan Gao, Yiming Liu, Jun Jiang et al. · 0 citations
Preprint Aug 2026

Generalizable and Computational Efficient Channel Extrapolation for 6G: A Configurable AI-Driven Framework Built from a Modular Perspective

A configurable AI-driven framework to achieve generalizable and computational efficient channel extrapolation from a modular perspective is proposed, which assumes that CSI correlations can be captured by a small number of specialized functional modules (experts) that are activated differently across scenarios.

Yuan Gao, Xin-Yi Wu, J. Jun et al. · 0 citations

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