Computation offloading in mobile edge computing networks: A survey

C Feng, P Han, X Zhang, B Yang, Y Liu… - Journal of Network and …, 2022 - Elsevier
Computation offloading is one of the key technologies in Mobile Edge Computing (MEC),
which makes up for the deficiencies of mobile devices in terms of storage resource …

A survey of deep learning based NOMA: State of the art, key aspects, open challenges and future trends

SAH Mohsan, Y Li, AV Shvetsov, J Varela-Aldás… - Sensors, 2023 - mdpi.com
Non-Orthogonal Multiple Access (NOMA) has become a promising evolution with the
emergence of fifth-generation (5G) and Beyond-5G (B5G) rollouts. The potentials of NOMA …

Digital twin assisted task offloading for aerial edge computing and networks

B Li, Y Liu, L Tan, H Pan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Considering the user mobility and unpredictable mobile edge computing (MEC)
environments, this paper studies the intelligent task offloading problem in unmanned aerial …

Joint multi-domain resource allocation and trajectory optimization in UAV-assisted maritime IoT networks

LP Qian, H Zhang, Q Wang, Y Wu… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
The integration of Maritime Internet of Things (M-IoT) technology and unmanned
aerial/surface vehicles (UAVs/USVs) has been emerging as a promising navigational …

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 …

RADiT: Resource allocation in digital twin-driven UAV-aided internet of vehicle networks

B Hazarika, K Singh, CP Li… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
Digital twin (DT) has emerged as a promising technology for improving resource allocation
decisions in Internet of Vehicles (IoV) networks. In this paper, we consider an IoV network …

Privacy-preserving offloading scheme in multi-access mobile edge computing based on MADRL

G Wu, X Chen, Z Gao, H Zhang, S Yu, S Shen - Journal of Parallel and …, 2024 - Elsevier
With the development of industrialization and intelligence, the Industrial Internet of Things
(IIoT) has gradually become the direction for traditional industries to transform into modern …

No-pain no-gain: DRL assisted optimization in energy-constrained CR-NOMA networks

Z Ding, R Schober, HV Poor - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This paper applies machine learning to optimize the transmission policies of cognitive radio
inspired non-orthogonal multiple access (CR-NOMA) networks, where time-division multiple …

Hybrid noma-fdma assisted dual computation offloading: A latency minimization approach

Y Li, Y Wu, M Dai, B Lin, W Jia… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Edge computing has been considered as a promising solution for enabling computation-
intensive yet latency-sensitive applications at resource-constrained wireless devices (WDs) …

Reliability enhancement for VR delivery in mobile-edge empowered dual-connectivity sub-6 GHz and mmWave HetNets

Z Gu, H Lu, P Hong, Y Zhang - IEEE Transactions on Wireless …, 2021 - ieeexplore.ieee.org
The reliability of current virtual reality (VR) delivery is low due to the limited resources on VR
head-mounted displays (HMDs) and the transmission rate bottleneck of sub-6 GHz …