cs.IT · 2026-07-09 · No. 48
Information Theory, 2026-07-09.
1 new papers in cs.IT. Titles, authors,
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01 — The papers
1 entries-
01
AirPASS: Over-the-Air Federated Learning via Pinching Antenna Systems
Seyed Mohammad Azimi-Abarghouyi, Christopher G. Brinton
cs.IT · cs.AI · cs.LG
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 keeping the aggregation distortion below a prescribed threshold. The resulting joint optimization of device selection, receive beamforming, and...
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