Optimized power control for over-the-air computation in fading channels

X Cao, G Zhu, J Xu, K Huang - IEEE Transactions on Wireless …, 2020 - ieeexplore.ieee.org
Over-the-air computation (AirComp) of a function (eg, averaging) has recently emerged as
an efficient multiple-access scheme for fast aggregation of distributed data at mobile devices …

Cooperative interference management for over-the-air computation networks

X Cao, G Zhu, J Xu, K Huang - IEEE Transactions on Wireless …, 2020 - ieeexplore.ieee.org
Recently, over-the-air computation (AirComp) has emerged as an efficient solution for
access points (APs) to aggregate distributed data from many edge devices (eg, sensors) by …

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 …

A uniform-forcing transceiver design for over-the-air function computation

L Chen, X Qin, G Wei - IEEE wireless communications letters, 2018 - ieeexplore.ieee.org
The future Internet-of-Things network is expected to connect billions of sensors, which incurs
high latency for data aggregation. To overcome this challenge, a new technique called over …

Hybrid beamforming for massive MIMO over-the-air computation

X Zhai, X Chen, J Xu, DWK Ng - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Over-the-air computation (AirComp) has been recognized as a promising technique in
Internet-of-Things (IoT) networks for fast data aggregation from a large number of wireless …

A survey on over-the-air computation

A Şahin, R Yang - IEEE Communications Surveys & Tutorials, 2023 - ieeexplore.ieee.org
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 …

Unsupervised learning-inspired power control methods for energy-efficient wireless networks over fading channels

H Huang, M Liu, G Gui, H Gacanin… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Energy-efficiency (EE) is a critical metric within wireless optimization. Power control over
fading channels is considered as a promising EE-improving technique, but requires …

Energy-efficient power control: A look at 5G wireless technologies

A Zappone, L Sanguinetti, G Bacci… - IEEE Transactions …, 2015 - ieeexplore.ieee.org
This paper develops power control algorithms for energy efficiency (EE) maximization
(measured in bit/Joule) in wireless networks. Unlike previous related works, minimum-rate …

Reduced-dimension design of MIMO over-the-air computing for data aggregation in clustered IoT networks

D Wen, G Zhu, K Huang - IEEE Transactions on Wireless …, 2019 - ieeexplore.ieee.org
One basic operation of Internet-of-Things (IoT) networks is to acquire a function of distributed
data collected from sensors over wireless channels, called wireless data aggregation …

A globally optimal energy-efficient power control framework and its efficient implementation in wireless interference networks

B Matthiesen, A Zappone, KL Besser… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
This work develops a novel power control framework for energy-efficient power control in
wireless networks. The proposed method is a new branch-and-bound procedure based on …