Over‐the‐Air Computation

Y Chen, X Cao, J Xu, G Zhu, K Huang… - Next Generation …, 2024 - Wiley Online Library
Recent advancements in artificial intelligence of things (AIoT) enable various applications
with new requirements for fast wireless data aggregation (WDA) from different wireless …

Mobility-assisted over-the-air computation for backscatter sensor networks

A Farajzadeh, O Ercetin… - IEEE Wireless …, 2020 - ieeexplore.ieee.org
Future intelligent systems will consist of a massive number of battery-less sensors, where
quick and accurate aggregation of sensor data will be of paramount importance. Over-the-air …

LEO Satellite-Aided Over-the-Air Computation for Unmanned Aerial Vehicle Swarm Sensing

JB Kim, IH Lee, H Jung - IEEE Communications Letters, 2023 - ieeexplore.ieee.org
To overcome the bandwidth limitation for wireless data aggregation from a massive number
of smart sensors or devices, over-the-air computation (AirComp) has been developed for …

Optimal Structure of Receive Beamforming for over-The-Air Computation

H Zhu, H Qian - … 2024-2024 IEEE International Conference on …, 2024 - ieeexplore.ieee.org
We investigate fast data aggregation via over-the-air computation (AirComp) over wireless
networks. In this scenario, an access point (AP) with multiple antennas aims to recover the …

Waveform Design for Over-the-Air Computing

NG Evgenidis, NA Mitsiou, SA Tegos… - arXiv preprint arXiv …, 2024 - arxiv.org
In response to the increasing number of devices anticipated in next-generation networks, a
shift toward over-the-air (OTA) computing has been proposed. Leveraging the superposition …

Orthogonal Space-Time Block Code Based Over-the-Air Computation in Backscatter Sensor Networks

J Wang, Y Li, M Jiang, Q Zhang - IEEE Communications Letters, 2024 - ieeexplore.ieee.org
In backscatter sensor networks, performing over-the-air computation (AirComp) is
challenging, because backscatter devices are impossible to accomplish channel estimation …

Reconfigurable intelligent surface assisted over-the-air computation in multi-cell networks

J Li, Y Wu, Y Shi - 2022 IEEE International Mediterranean …, 2022 - ieeexplore.ieee.org
Over-the-air computation (AirComp) becomes a promising technology for fast wireless data
aggregation which supports the requirement of ultra-fast wireless data transmission …

Over-the-air computation over balanced numerals

A Şahin, R Yang - 2022 IEEE Globecom Workshops (GC …, 2022 - ieeexplore.ieee.org
In this study, a digital over-the-air computation (OAC) scheme for achieving continuous-
valued gradient aggregation is proposed. It is shown that the average of a set of real-valued …

Deep over-the-air computation

H Ye, GY Li, BHF Juang - GLOBECOM 2020-2020 IEEE Global …, 2020 - ieeexplore.ieee.org
As an efficient data fusion method, over-the-air computation integrates computation and
communication by exploiting the superposition property of multiple access channels. In this …

Simultaneous signal-and-interference alignment for two-cell over-the-air computation

Q Lan, HS Kang, K Huang - IEEE Wireless Communications …, 2020 - ieeexplore.ieee.org
The next-generation wireless-20mm] Our records show Qiao Lan is a Graduate Student
Member, IEEE. Please verify. networks are envisioned to support large-scale sensing and …