Intelligent maritime networking with edge services and computing capability

X Su, L Meng, J Huang - IEEE Transactions on Vehicular …, 2020 - ieeexplore.ieee.org
Maritime networks (MNs) typically cover tens to hundreds of kilometers, which can perform
global oceanic observations via the support of maritime low-latency applications. However …

A space-air-ground integrated network assisted maritime communication network based on mobile edge computing

Y Pang, D Wang, D Wang, L Guan… - 2020 IEEE World …, 2020 - ieeexplore.ieee.org
In recent years, with the rapid development of maritime activities, the demand for high-
speed, reliable, low-latency, and full-coverage marine communication network (MCN) has …

STMGCN: Mobile edge computing-empowered vessel trajectory prediction using spatio-temporal multigraph convolutional network

RW Liu, M Liang, J Nie, Y Yuan, Z Xiong… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
The revolutionary advances in machine learning and data mining techniques have
contributed greatly to the rapid developments of maritime Internet of Things (IoT). In maritime …

Deep learning-powered vessel trajectory prediction for improving smart traffic services in maritime Internet of Things

RW Liu, M Liang, J Nie, WYB Lim… - … on Network Science …, 2022 - ieeexplore.ieee.org
The maritime Internet of Things (IoT) has recently emerged as a revolutionary
communication paradigm where a large number of moving vessels are closely …

Integrating satellites and mobile edge computing for 6g wide-area edge intelligence: Minimal structures and systematic thinking

Y Lin, W Feng, T Zhou, Y Wang, Y Chen, N Ge… - IEEE …, 2023 - ieeexplore.ieee.org
The sixth-generation (6G) network will shift its focus to supporting everything including
various machine-type devices (MTDs) in an every-one-centric manner. To ubiquitously cover …

On-Demand MEC empowered UAV deployment for 6G time-sensitive maritime internet of things

SS Hassan, YM Park, CS Hong - 2021 22nd Asia-Pacific …, 2021 - ieeexplore.ieee.org
With the emergence of sixth-generation (6G) mobile communication technologies, intelligent
gadgets are expanding. Meanwhile, due to the fast rise of marine operations for trade …

Deep reinforcement learning based joint edge resource management in maritime network

F Xu, F Yang, C Zhao, S Wu - China Communications, 2020 - ieeexplore.ieee.org
Due to the rapid development of the maritime networks, there has been a growing demand
for computation-intensive applications which have various energy consumption …

Intelligent task offloading for 6G-enabled maritime IoT based on reinforcement learning

Z Wang, B Lin, L Sun, Y Wang - 2021 International conference …, 2021 - ieeexplore.ieee.org
With the continuous increase of maritime activities, maritime Internet of Things (M-IoT)
devices are also growing explosively, which puts forward higher requirements for maritime …

AI-aided integrated terrestrial and non-terrestrial 6G solutions for sustainable maritime networking

S Saafi, O Vikhrova, G Fodor, J Hosek… - IEEE Network, 2022 - ieeexplore.ieee.org
The maritime industry is experiencing a technological revolution that affects shipbuilding,
operation of both seagoing and inland vessels, cargo management, and working practices …

Double-edge intelligent integrated satellite terrestrial networks

J Zhang, X Zhang, P Wang, L Liu… - China …, 2020 - ieeexplore.ieee.org
The efficient integration of satellite and terrestrial networks has become an important
component for 6G wireless architectures to provide highly reliable and secure connectivity …