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AirPASS: Over-the-Air Federated Learning via Pinching Antenna Systems

Azimi-Abarghouyi, Seyed Mohammad et al.
arXiv (All) · Papers
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information-theorymachine-learning
This paper investigates over-the-air federated learning (AirFL) in wireless systems where the access point is equipped with a multi-waveguide pinching antenna system (PASS). We adopt the widely studied learning-oriented AirFL formulation, which seeks to maximize the number of selected devices while
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