A Novel Computation Offloading Under 6G LEO Satellite-UAV-based IoT

K Jaiswal, A Dahiya, S Saxena, V Singh… - 2022 3rd …, 2022 - ieeexplore.ieee.org
The Internet of Things (IoT) has become a fundamental and omnipresent component of
modern life, such as the infrastructure of intelligent transport systems and smart cities. All the …

A deep learning approach for task offloading in multi-UAV aided mobile edge computing

MA Ebrahim, GA Ebrahim, HK Mohamed… - IEEE …, 2022 - ieeexplore.ieee.org
Computation offloading has proven to be an effective method for facilitating resource-
intensive tasks on IoT mobile edge nodes with limited processing capabilities. Additionally …

Energy-and latency-aware hybrid offloading algorithm for UAVs

AAA Ateya, A Muthanna, R Kirichek… - IEEE …, 2019 - ieeexplore.ieee.org
One of the most promising use cases of 5G/IMT2020 is the unmanned aerial vehicle (UAV).
Due to their small size, the UAVs are resource constraint devices. To this end, this paper …

Optimizing computation offloading in satellite-UAV-served 6G IoT: A deep learning approach

B Mao, F Tang, Y Kawamoto, N Kato - Ieee Network, 2021 - ieeexplore.ieee.org
Satellite networks can provide Internet of Things (IoT) devices in remote areas with
seamless coverage and downlink multicast transmissions. However, the large transmission …

Energy efficient task offloading for UAV-assisted mobile edge computing

S Du, X Chen, L Jiao, Y Lu - 2021 China Automation Congress …, 2021 - ieeexplore.ieee.org
With 5G technologies developing rapidly, there emerges a variety of computation-intensive
and delay-sensitive tasks. Owing to the characteristics of low cost and high mobility …

Aerial computing offloading by distributed deep learning in collaborative satellite-terrestrial networks

H Li, C Chen, C Li, L Liu, G Gui - 2021 13th International …, 2021 - ieeexplore.ieee.org
With the rapid development of the Internet of Things (IoT) and its derivative technologies
such as Aerial IoT (AIoT), the number of smart devices and their computing requirements …

[HTML][HTML] Survey on computation offloading in UAV-Enabled mobile edge computing

SMA Huda, S Moh - Journal of Network and Computer Applications, 2022 - Elsevier
With the increasing growth of internet-of-things (IoT) devices, effective computation
performance has become a critical issue. Many services provided by IoT devices (eg …

Optimizing UAV computation offloading via MEC with deep deterministic policy gradient

AB Abbasi, MU Hadi - Transactions on Emerging …, 2024 - Wiley Online Library
Mobile edge computing (MEC) seems to be highly efficient to process the generated data
from IoT devices by providing computational resources locating in close range to network …

Trajectory-Aware Offloading Decision in UAV-Aided Edge Computing: A Comprehensive Survey

T Baidya, A Nabi, S Moh - Sensors, 2024 - mdpi.com
Recently, the integration of unmanned aerial vehicles (UAVs) with edge computing has
emerged as a promising paradigm for providing computational support for Internet of Things …

[PDF][PDF] Dynamic Computation Offloading Based on Q-Learning for UAV-Based Mobile Edge Computing

S Khisa, S Moh - 스마트미디어저널, 2023 - kism.or.kr
Emerging mobile edge computing (MEC) can be used in battery-constrained Internet of
things (IoT). The execution latency of IoT applications can be improved by offloading …