Edge artificial intelligence for 6G: Vision, enabling technologies, and applications

KB Letaief, Y Shi, J Lu, J Lu - IEEE Journal on Selected Areas …, 2021 - ieeexplore.ieee.org
The thriving of artificial intelligence (AI) applications is driving the further evolution of
wireless networks. It has been envisioned that 6G will be transformative and will …

UAV-enabled covert federated learning

X Hou, J Wang, C Jiang, X Zhang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Integrating unmanned aerial vehicles (UAVs) with federated learning (FL) has been seen as
a promising paradigm for dealing with the massive amounts of data generated by intelligent …

Performance analysis of IOS-assisted NOMA system with channel correlation and phase errors

T Wang, MA Badiu, G Chen… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
In this paper, we investigate the performance of an intelligent omni-surface (IOS) assisted
downlink non-orthogonal multiple access (NOMA) network with phase quantization errors …

Joint relay selection and power allocation for time-varying energy harvesting-driven uasns: A stratified reinforcement learning approach

S Han, L Li, X Li, Z Liu, L Yan… - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
In this article, the joint relay selection and power allocation problem is studied to maximize
the uplink cumulative performance for the time-varying energy harvesting-driven underwater …

A deep reinforcement approach for energy efficient resource assignment in cooperative NOMA enhanced cellular networks

YY Guo, XL Tan, Y Gao, J Yang… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
In this article, an energy efficiency (EE) maximization problem of cooperative nonorthogonal
multiple access (CNOMA) network is proposed to jointly determine the user pairing …

An energy-efficiency multi-relay selection and power allocation based on deep neural network for Amplify-and-Forward cooperative transmission

YY Guo, J Yang, XL Tan, Q Liu - IEEE Wireless …, 2021 - ieeexplore.ieee.org
In this letter, an energy-efficiency (EE) resource allocation strategy is investigated for the
amplify-and-forward (AF) protocol used to forward data to the destination. First, we formulate …

Reinforcement Learning based Denoising Model for Seismic Random Noise Attenuation

C Liang, H Lin, H Ma - IEEE Transactions on Geoscience and …, 2023 - ieeexplore.ieee.org
The random noise attenuation is an essential step in seismic data processing. Due to
complex geological conditions and acquisition environment, the intensity of the effective …

Secure relay selection with outdated csi in cooperative wireless vehicular networks: A dqn approach

EM Ghourab, L Bariah, S Muhaidat… - IEEE …, 2023 - ieeexplore.ieee.org
Cooperative communications is a core research area in wireless vehicular networks
(WVNs), thanks to its capability to provide a certain degree of fading mitigation and to …

A novel link selection in coordinated direct and buffer-aided relay transmission

P Xu, J Quan, G Chen, Z Yang, Y Li… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Buffer-aided relay networks provide more reliability and coverage in future wireless
communications. Therefore, this paper investigates a buffer-aided cooperative relaying …

A Novel Transceiver and an Asynchronous Mode for the Hybrid Multiple-Access HetNet Architecture

J Ghosh, C Vargas-Rosales, LL Mendes, IH Ra… - IEEE …, 2023 - ieeexplore.ieee.org
Multiuser gigantic-multiple-input multiple-output (MU-gMIMO) and nonorthogonal multiple
access (NOMA) are jointly seen as important enabling technologies for sixth generation (6G) …