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eess.SP2026
Global Unknown Estimation: A Statistical Framework for Wireless Distributed Learning
Yicheng Qu, Ali Bereyhi, Ben Liang
Over-the-air computation (AirComp) is widely used for model aggregation in wireless distributed learning. Although it enhances communication efficiency, we believe the AirComp aggr…
eess.SP2026
Dynamic and Static Energy Efficient Design of Pinching Antenna Systems
Saba Asaad, Chongjun Ouyang, Ali Bereyhi +1
We study the energy efficiency of pinching-antenna systems (PASSs) by developing a consistent formulation for power distribution in these systems. The per-antenna power distributio…