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A survey on over-the-air computation
Communication and computation are often viewed as separate tasks. This approach is very
effective from the perspective of engineering as isolated optimizations can be performed …
effective from the perspective of engineering as isolated optimizations can be performed …
Over-the-air computation for 6G: Foundations, technologies, and applications
The rapid advancement of artificial intelligence technologies has given rise to diversified
intelligent services, which place unprecedented demands on massive connectivity and …
intelligent services, which place unprecedented demands on massive connectivity and …
Multiple access in the era of distributed computing and edge intelligence
This article focuses on the latest research and innovations in fundamental next-generation
multiple access (NGMA) techniques and the coexistence with other key technologies for the …
multiple access (NGMA) techniques and the coexistence with other key technologies for the …
Over-the-air majority vote computation with modulation on conjugate-reciprocal zeros
A Şahin - IEEE Transactions on Wireless Communications, 2024 - ieeexplore.ieee.org
In this study, we propose a new approach to compute the majority vote (MV) function based
on modulation on conjugate-reciprocal zeros (MOCZ) and introduce three different methods …
on modulation on conjugate-reciprocal zeros (MOCZ) and introduce three different methods …
Over-the-air computation with imperfect channel state information
This paper investigates the effect of imperfect channel state information (CSI) on the over-the-
air computation (AirComp) system, in which multiple wireless devices (WDs) send individual …
air computation (AirComp) system, in which multiple wireless devices (WDs) send individual …
Distributed learning over a wireless network with non-coherent majority vote computation
A Şahin - IEEE Transactions on Wireless Communications, 2023 - ieeexplore.ieee.org
In this study, we propose an over-the-air computation (OAC) scheme to calculate the
majority vote (MV) for federated edge learning (FEEL). With the proposed approach, edge …
majority vote (MV) for federated edge learning (FEEL). With the proposed approach, edge …
[HTML][HTML] Deep reinforcement learning based freshness-aware path planning for UAV-assisted edge computing networks with device mobility
As unmanned aerial vehicles (UAVs) can provide flexible and efficient services concerning
the sparse network distribution, we study a UAV-assisted mobile edge computing (MEC) …
the sparse network distribution, we study a UAV-assisted mobile edge computing (MEC) …
Over-the-air computation based on balanced number systems for federated edge learning
A Şahin - IEEE Transactions on Wireless Communications, 2023 - ieeexplore.ieee.org
In this study, we propose a digital over-the-air computation (OAC) scheme for achieving
continuous-valued (analog) aggregation for federated edge learning (FEEL). We show that …
continuous-valued (analog) aggregation for federated edge learning (FEEL). We show that …
Over-the-air computing with imperfect CSI: Design and performance optimization
Over-the-air computing (AirComp) has recently attracted considerable attention as an
efficient method of data fusion by integrating uncoded communication transmissions with …
efficient method of data fusion by integrating uncoded communication transmissions with …
Secrecy rate degradation of ground-to-air collaborative beamforming due to uav jitter
In this article, we consider the secure uplink transmissions from ground nodes to an
unmanned aerial vehicle (UAV) receiver through analog collaborative beamforming (ACB) …
unmanned aerial vehicle (UAV) receiver through analog collaborative beamforming (ACB) …