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Qing-Jiang Shi

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Preprint Oct 2026

Synergizing Wireless Foundation Models and LLMs: A Multi-Task Framework for MA Systems

While movable antennas (MAs) provide enhanced spatial flexibility through dynamic repositioning, they confront critical challenges in acquiring complete channel state information (CSI) and efficiently optimizing antenna positions. Encouragingly, wireless foundation models (WFMs) capture generalizable channel priors for...

Hao-Cheng Zhang, Yang Liu, Meng-Ting Liu et al. · 0 citations

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