[引用][C] Over-the-Air Computation: stato dell'arte e applicazioni con enfasi sui sistemi di controllo

P Di Marco, A Gianfrancesco - tesionline.univaq.it
Affrontare l'imminente era dell'Internet-of-Things (IoT) e dell'intelligenza connessa
rappresenta una sfida chiave nella progettazione di sistemi intelligenti su larga scala in …

Over-the-Air Computation for 6G: Foundations, Technologies, and Applications

Z Wang, Y Zhao, Y Zhou, Y Shi, C Jiang… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
The rapid advancement of artificial intelligence technologies has given rise to diversified
intelligent services, which place unprecedented demands on massive connectivity and …

Over-the-air computation systems: Optimization, analysis and scaling laws

W Liu, X Zang, Y Li, B Vucetic - IEEE Transactions on Wireless …, 2020 - ieeexplore.ieee.org
For future Internet-of-Things based Big Data applications, data collection from ubiquitous
smart sensors with limited spectrum bandwidth is very challenging. On the other hand, to …

Waveforms for Computing Over the Air

A Pérez-Neira, M Martinez-Gost, A Şahin… - arXiv preprint arXiv …, 2024 - arxiv.org
Over-the-air computation (AirComp) leverages the signal-superposition characteristic of
wireless multiple access channels to perform mathematical computations. Initially introduced …

Over-the-Air Computation for Machine Learning: Model Aggregation via Retransmissions

H Hellström - 2022 - diva-portal.org
With the emerging Internet of Things (IoT) paradigm, more than a billion sensing devices will
be collecting an unprecedented amount of data. Simultaneously, the field of data analytics is …

Optimal Receive Filter Design for Misaligned Over-the-Air Computation

H Hellström, S Razavikia, V Fodor… - arXiv preprint arXiv …, 2023 - arxiv.org
Over-the-air computation (OAC) is a promising wireless communication method for
aggregating data from many devices in dense wireless networks. The fundamental idea of …

Over-the-air computation with spatial-and-temporal correlated signals

W Liu, X Zang, B Vucetic, Y Li - IEEE Wireless Communications …, 2021 - ieeexplore.ieee.org
Over-the-air computation (AirComp) leveraging the superposition property of wireless
multiple-access channel (MAC), is a promising technique for effective data collection and …

Energy-efficient over-the-air computation scheme for densely deployed IoT networks

ST Basaran, GK Kurt… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In this article, we propose a spatial sampling approach to reduce energy consumption for
over-the-air (function) computation (AirComp) scheme by utilizing the cross-correlations …

Over-the-air computation via broadband channels

T Qin, W Liu, B Vucetic, Y Li - IEEE Wireless Communications …, 2021 - ieeexplore.ieee.org
Over-the-air computation (AirComp) has been recognized as a low-latency solution for
wireless sensor data fusion, where multiple sensors send their measurement signals to a …

Over-the-Air Computing under Adaptive Channel State Estimation

NG Evgenidis, VK Papanikolaou… - … on Wireless and …, 2022 - ieeexplore.ieee.org
Over-the-air Computation (AirComp) has attracted significant attention as an efficient way of
data fusion by inte-grating uncoded communication transmissions with computation thanks …