[HTML][HTML] A study on multi-antenna and pertinent technologies with AI/ML approaches for B5G/6G networks

MUA Siddiqui, F Qamar, SHA Kazmi, R Hassan… - Electronics, 2022 - mdpi.com
The quantum leap in mobile data traffic and high density of wireless electronic devices,
coupled with the advancements in industrial radio monitoring and autonomous systems …

Distributed machine learning for multiuser mobile edge computing systems

Y Guo, R Zhao, S Lai, L Fan, X Lei… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
In this paper, we investigate a distributed machine learning approach for a multiuser mobile
edge computing (MEC) network in a cognitive eavesdropping environment, where multiple …

Overview of deep learning-based CSI feedback in massive MIMO systems

J Guo, CK Wen, S Jin, GY Li - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Many performance gains achieved by massive multiple-input and multiple-output depend on
the accuracy of the downlink channel state information (CSI) at the transmitter (base station) …

Computational intelligence and deep learning for next-generation edge-enabled industrial IoT

S Tang, L Chen, K He, J Xia, L Fan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this paper, we investigate how to deploy computational intelligence and deep learning
(DL) in edge-enabled industrial IoT networks. In this system, the IoT devices can …

Physical-layer security based mobile edge computing for emerging cyber physical systems

L Chen, S Tang, V Balasubramanian, J Xia… - Computer …, 2022 - Elsevier
This paper studies a secure mobile edge computing (MEC) for emerging cyber physical
systems (CPS), where there exist K eavesdroppers in the network, which can threaten the …

Task offloading for vehicular edge computing with imperfect CSI: A deep reinforcement approach

Y Wu, J Xia, C Gao, J Ou, C Fan, J Ou, D Fan - Physical Communication, 2022 - Elsevier
This article examines a multi-user mobile edge computing (MEC) system for the Internet of
Vehicle (IoV), where one edge point (EP) nearby the vehicles can help assist in processing …

Deep reinforcement learning based IRS-assisted mobile edge computing under physical-layer security

L Zhang, S Lai, J Xia, C Gao, D Fan, J Ou - Physical Communication, 2022 - Elsevier
In this paper, we investigate an intelligent reflecting surface (IRS)-assisted mobile edge
computing (MEC) network under physical-layer security, where users can partially offload …

[HTML][HTML] DQN-based mobile edge computing for smart Internet of vehicle

L Zhang, W Zhou, J Xia, C Gao, F Zhu, C Fan… - EURASIP journal on …, 2022 - Springer
In this paper, we investigate a multiuser mobile edge computing (MEC)-aided smart Internet
of vehicle (IoV) network, where one edge server can help accomplish the intensive …

Intelligent ubiquitous computing for future UAV-enabled MEC network systems

L Chen, R Zhao, K He, Z Zhao, L Fan - Cluster Computing, 2022 - Springer
In this paper, we investigate intelligent ubiquitous computing for future unmanned aerial
vehicle (UAV)-enabled mobile edge computing network (MEC) systems, where multiple …

[HTML][HTML] Analytical offloading design for mobile edge computing-based smart internet of vehicle

J Lu, L Chen, J Xia, F Zhu, M Tang, C Fan… - EURASIP journal on …, 2022 - Springer
In this paper, we investigate how to analytically design an analytical offloading strategy for a
multiuser mobile edge computing (MEC)-based smart internet of vehicle (IoV), where there …