Delay minimization for rate-splitting multiple access-based multi-server MEC offloading

M Diamanti, C Pelekis, EE Tsiropoulou… - IEEE/ACM …, 2023 - ieeexplore.ieee.org
Rate-Splitting Multiple Access (RSMA) has been recently recognized as a more general
multiple access technique that overcomes the limiting factors of its predecessors related to …

Multiple access in the era of distributed computing and edge intelligence

NG Evgenidis, NA Mitsiou… - Proceedings of the …, 2024 - ieeexplore.ieee.org
This article focuses on the latest research and innovations in fundamental next-generation
multiple access (NGMA) techniques and the coexistence with other key technologies for the …

Intelligent heterogeneous aerial edge computing for advanced 5G access

TH Nguyen, TP Truong, AT Tran… - … on Network Science …, 2024 - ieeexplore.ieee.org
In the context of the Internet of Things (IoT), aerial computing platforms (ACPs), such as
unmanned aerial vehicles and high-altitude platforms with edge computing capabilities have …

Deep Reinforcement Learning Based Computation Offloading in UAV-Assisted Vehicular Edge Computing Networks

J Yan, X Zhao, Z Li - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
Vehicular edge computing (VEC) is considered to be a key technology to improve the
processing efficiency of computing tasks for the Internet of Vehicles (IoV). Using roadside …

Rate-splitting multiple access aided mobile edge computing with randomly deployed users

P Chen, H Liu, Y Ye, L Yang, KJ Kim… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
In this paper, a rate-splitting multiple access (RSMA) scheme is proposed to aid a mobile
edge computing (MEC) system where multiple randomly deployed users offload their …

Offloading decision and resource allocation in aerial computing: A comprehensive survey

A Nabi, S Moh - Computer Science Review, 2025 - Elsevier
Aerial computing can facilitate the successful execution of tasks, ensuring low latency for
Internet of things (IoT) devices. It gains greater significance and practicality by offering both …

Empowering smart cities: High-altitude platforms based Mobile Edge Computing and Wireless Power Transfer for efficient IoT data processing

A Nauman, N Alruwais, E Alabdulkreem, N Nemri… - Internet of Things, 2023 - Elsevier
This work presents an efficient framework that combines High Altitude Platform (HAP)-based
Mobile Edge Computing (MEC) networks with Wireless Power Transfer (WPT) to optimize …

On the interplay of artificial intelligence and space-air-ground integrated networks: A survey

A Bakambekova, N Kouzayha… - IEEE Open Journal of …, 2024 - ieeexplore.ieee.org
Space-Air-Ground Integrated Networks (SAGINs), which incorporate space and aerial
networks with terrestrial wireless systems, are vital enablers of the emerging sixth …

Applications of deep learning and deep reinforcement learning in 6G networks

TH Nguyen, H Park, K Seol, S So… - … on Ubiquitous and …, 2023 - ieeexplore.ieee.org
As the demand for data-driven applications and emerging technologies such as extended
reality, autonomous vehicles, and the Internet of Things (IoT) continues to grow, the …

[HTML][HTML] TD3-based optimization framework for RSMA-enhanced UAV-aided downlink communications in remote areas

TH Nguyen, LV Nguyen, LM Dang, VT Hoang, L Park - Remote Sensing, 2023 - mdpi.com
The need for reliable wireless communication in remote areas has led to the adoption of
unmanned aerial vehicles (UAVs) as flying base stations (FlyBSs). FlyBSs hover over a …