Robust computation offloading and trajectory optimization for multi-UAV-assisted MEC: A multiagent DRL approach

B Li, R Yang, L Liu, J Wang, N Zhang… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
For multiple unmanned-aerial-vehicles (UAVs)-assisted mobile-edge computing (MEC)
networks, we study the problem of combined computation and communication for user …

Caching on the sky: A multi-agent federated reinforcement learning approach for UAV-assisted edge caching

X Li, J Liu, X Chen, J Wang, M Pan - IEEE Internet of Things Journal, 2024 - hub.hku.hk
As a promising solution to alleviate network congestion, mobile edge caching based on
unmanned aerial vehicles (UAVs) has emerged and received intensive research interests …

Caching and 3D deployment strategy for scalable videos in cache-enabled multi-UAV networks

B Zeng, C Zhan, C Xu, J Liao - IEEE Transactions on Vehicular …, 2023 - ieeexplore.ieee.org
Unleashing the potential of unmanned aerial vehicles (UAVs) to play the role of caching
devices for furnishing layered video services to ground users (GUs) holds tremendous …

Adaptive bitrate video caching in uav-assisted mec networks based on distributionally robust optimization

Y Chen, M Liu, B Ai, Y Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
To alleviate the pressure on the ground base station (BS) from intensive video requests,
unmanned aerial vehicle (UAV)-assisted mobile edge computing (MEC) has become a …

[HTML][HTML] A Comprehensive Survey of Artificial Intelligence Applications in UAV-Enabled Wireless Networks

L Zhou, H Yin, H Zhao, J Wei, D Hu… - Digital Communications …, 2024 - Elsevier
This comprehensive survey paper examines the applications of artificial intelligence (AI) in
unmanned aerial vehicle (UAV)-enabled wireless networks. With the increasing demand for …

Energy-efficient cellular-connected UAV swarm control optimization

Y Su, H Zhou, Y Deng, M Dohler - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Cellular-connected unmanned aerial vehicle (UAV) swarm is a promising solution for
diverse applications, including cargo delivery and traffic control. However, it is still …

Joint multi-ground-user edge caching resource allocation for cache-enabled high-low-altitude-platforms integrated network

Y Yuan, E Sun, H Qu - IEEE Transactions on Signal and …, 2023 - ieeexplore.ieee.org
This article examines the cache-enabled high-low-altitude-platforms integrated network
(CHLIN), which consists of multiple high-altitude platforms (HAPs) and cacheable low …

Joint optimization of base station clustering and service caching in user-centric MEC

L Qin, H Lu, Y Lu, C Zhang, F Wu - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Edge service caching can effectively reduce the delay or bandwidth overhead for acquiring
and initializing applications. To address single-base station (BS) transmission limitation and …

Joint cooperative caching and UAV trajectory optimization based on mobility prediction in the internet of connected vehicles

G Yu, J Wu, R Liu, Y He, Z Chen… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In the Internet of Connected Vehicles, caching content frequently requested by users on
edge devices can reduce access latency. Particularly in high-traffic density areas …

Probabilistic Caching Strategy and TinyML-Based Trajectory Planning in UAV-Assisted Cellular IoT System

X Gao, X Wang, Z Qian - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) deployed as an aerial assisted base station has the
characteristics of flexibility and mobility. As an effective way to reduce the communication …