Stochastic computation offloading for LEO satellite edge computing networks: A learning-based approach

Q Tang, Z Fei, B Li, H Yu, Q Cui… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
The deployment of mobile edge computing services in LEO satellite networks achieves
seamless coverage of computing services. However, the time-varying wireless channel …

Dynamic computation offloading in satellite edge computing

L Cheng, G Feng, Y Sun, M Liu… - ICC 2022-IEEE …, 2022 - ieeexplore.ieee.org
Satellite edge computing (SEC) has become a promising technology for future wireless
networks to provide anywhere and anytime computing services. Different from terrestrial …

Dnns based computation offloading for leo satellite edge computing

J Wu, M Jia, L Zhang, Q Guo - Electronics, 2022 - mdpi.com
Huge low earth orbit (LEO) satellite networks can achieve global coverage with low latency.
In addition, mobile edge computing (MEC) servers can be mounted on LEO satellites to …

Satellite edge computing with collaborative computation offloading: An intelligent deep deterministic policy gradient approach

H Zhang, R Liu, A Kaushik… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Enabling a satellite network with edge computing capabilities can complement the
advantages further of a single terrestrial network and provide users with a full range of …

Satellite-assisted edge computing management based on deep reinforcement learning in industrial internet of things

Y Zhu, D Lu - Computer Networks, 2023 - Elsevier
The insufficient edge computing equipment in remote areas cannot meet explosively
growing computing needs of industrial Internet of things devices, which undoubtedly leads to …

A game-theoretic approach to computation offloading in satellite edge computing

Y Wang, J Yang, X Guo, Z Qu - IEEE Access, 2019 - ieeexplore.ieee.org
Mobile edge computing (MEC) is proposed as a new paradigm to meet the ever-increasing
computation requirements, which is caused by the rapid growth of the Internet of Things (IoT) …

Mobility-aware computation offloading in satellite edge computing networks

J Zhou, Q Yang, L Zhao, H Dai… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Satellite edge computing, as an extension of ground edge computing, is a key technology for
achieving seamless global computing coverage. However, the low earth orbit (LEO) …

Multi-agent reinforcement learning based computation offloading and resource allocation for LEO Satellite edge computing networks

H Li, J Yu, L Cao, Q Zhang, Z Song, S Hou - Computer Communications, 2024 - Elsevier
Due to the limitations caused by geographical conditions and economic requirements, it is
difficult to provide computing services by terrestrial networks for mobile terminals in remote …

Qos-aware computation offloading in leo satellite edge computing for iot: A game-theoretical approach

Y CHEN, J HU, J ZHAO, G MIN - Chinese Journal of Electronics, 2023 - cje.ejournal.org.cn
Low earth orbit (LEO) satellite edge computing can overcome communication difficulties in
harsh environments, which lack the support of terrestrial communication infrastructure. It is …

Learning-based computation offloading for IoRT through Ka/Q-band satellite–terrestrial integrated networks

T Chen, J Liu, Q Ye, W Zhuang… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
In this article, we propose a multilayer Ka/Q-band satellite–terrestrial integrated network for
the Internet of Remote Things (IoRT) to achieve a high transmission rate with communication …