AI-based fog and edge computing: A systematic review, taxonomy and future directions

S Iftikhar, SS Gill, C Song, M Xu, MS Aslanpour… - Internet of Things, 2023 - Elsevier
Resource management in computing is a very challenging problem that involves making
sequential decisions. Resource limitations, resource heterogeneity, dynamic and diverse …

DRL-based partial offloading for maximizing sum computation rate of wireless powered mobile edge computing network

S Zhang, H Gu, K Chi, L Huang, K Yu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The advanced Internet of Things (IoT) enables more and more interactions between people
and machines in the emerging applications, which rely on real-time communication and …

Active IRS aided multiple access for energy-constrained IoT systems

G Chen, Q Wu, C He, W Chen… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this paper, we investigate the fundamental multiple access (MA) scheme in an active
intelligent reflecting surface (IRS) aided energy-constrained Internet-of-Things (IoT) system …

IRS-aided wireless powered MEC systems: TDMA or NOMA for computation offloading?

G Chen, Q Wu, W Chen, DWK Ng… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Anintelligent reflecting surface (IRS)-aided wireless-powered mobile edge computing (WP-
MEC) system is conceived, where each device's computational task can be divided into two …

Resource allocation in backscatter-assisted wireless powered MEC networks with limited MEC computation capacity

Y Ye, L Shi, X Chu, RQ Hu, G Lu - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this paper, we consider a backscatter-assisted wireless powered mobile edge computing
(MEC) network, where multiple Internet-of-Things (IoT) nodes harvest energy from the …

IRS aided MEC systems with binary offloading: A unified framework for dynamic IRS beamforming

G Chen, Q Wu, R Liu, J Wu… - IEEE Journal on Selected …, 2022 - ieeexplore.ieee.org
In this paper, we develop a unified dynamic intelligent reflecting surface (IRS) beamforming
framework to boost the sum computation rate of an IRS-aided mobile edge computing (MEC) …

DQN-based resource allocation for NOMA-MEC-aided multi-source data stream

J Ling, J Xia, F Zhu, C Gao, S Lai… - EURASIP Journal on …, 2023 - Springer
This paper investigates a non-orthogonal multiple access (NOMA)-aided mobile edge
computing (MEC) network with multiple sources and one computing access point (CAP), in …

Intelligent computing for WPT–MEC-aided multi-source data stream

X Zheng, F Zhu, J Xia, C Gao, T Cui, S Lai - EURASIP Journal on …, 2023 - Springer
Due to its low latency and energy consumption, edge computing technology is essential in
processing multi-source data streams from intelligent devices. This article investigates a …

DRL-based offloading for computation delay minimization in wireless-powered multi-access edge computing

K Zheng, G Jiang, X Liu, K Chi… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Wireless power transfer (WPT) and edge computing have been validated as effective ways
to solve the energy-limited problem and computation-capacity-limited problem of wireless …

Collaborative communication and computation for secure UAV-enabled MEC against active aerial eavesdropping

Y Ding, Q Zhang, W Lu, N Zhao… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Unmanned aerial vehicle (UAV)-enabled mobile edge computing (MEC) can provide flexible
computing service for terminal-devices (TDs). However, malicious active aerial …