Towards autonomous multi-UAV wireless network: A survey of reinforcement learning-based approaches

Y Bai, H Zhao, X Zhang, Z Chang… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Unmanned aerial vehicle (UAV)-based wireless networks have received increasing
research interest in recent years and are gradually being utilized in various aspects of our …

Holistic resource management in UAV-assisted wireless networks: An optimization perspective

S Taimoor, L Ferdouse, W Ejaz - Journal of Network and Computer …, 2022 - Elsevier
Unmanned aerial vehicles (UAVs) are considered as a promising solution to assist terrestrial
networks in future wireless networks (ie, beyond fifth-generation (B5G) and sixth-generation …

Cooperative UAV trajectory design for disaster area emergency communications: A multi-agent PPO method

Y Guan, S Zou, H Peng, W Ni, Y Sun… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
This article investigates the issue of cooperative real-time trajectory design for multiple
unmanned aerial vehicles (UAVs) to support emergency communication in disaster areas …

Distributed machine learning for uav swarms: Computing, sensing, and semantics

Y Ding, Z Yang, QV Pham, Y Hu… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
The unmanned aerial vehicle (UAV) swarms have shown great potential to serve next-
generation communication networks with their extraordinary flexibility, affordability, and the …

2021 年无人机热点回眸

段海滨, 何杭轩, 赵彦杰, 王寅, 牛轶峰, 袁莞迈… - 科技导报, 2022 - kjdb.org
随着人工智能技术的发展以及机载任务平台性能的提升, 2021 年无人机技术与应用呈现新的
发展态势. 从无人机政策法规, 自主控制, 反无人机, 应用领域等多方面回眸了2021 …

Enhancing AIoT device association with task offloading in aerial MEC networks

J Chen, P Yang, S Ren, Z Zhao… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) have emerged as a promising solution for enhancing
mobile-edge computing (MEC) networks. However, the integration of UAVs into MEC …

Trajectory design and link selection in UAV-assisted hybrid satellite-terrestrial network

YJ Chen, W Chen, ML Ku - IEEE Communications Letters, 2022 - ieeexplore.ieee.org
Mobile relaying is envisioned as a promising technology to alleviate the masking effect in
satellite links. Nevertheless, due to the mobility and limited communication range, the …

Optimal trajectory and positioning of UAVs for small cell HetNets: Geometrical analysis and reinforcement learning approach

MT Dabiri, M Hasna, N Zorba… - IEEE Open Journal of the …, 2023 - ieeexplore.ieee.org
In this paper, a dynamic unmanned aerial vehicle (UAV)-based heterogeneous network
(HetNet) equipped with directional terahertz (THz) antennas is studied to solve the problem …

MAPPO-based cooperative UAV trajectory design with long-range emergency communications in disaster areas

Y Guan, S Zou, K Li, W Ni, B Wu - 2023 IEEE 24th International …, 2023 - ieeexplore.ieee.org
This paper investigates the cooperative real-time trajectory design issue for multiple
unmanned aerial vehicles (UAVs) to support long-range emergency communications in …

Research on vehicle-to-road collaboration and end-to-end collaboration for multimedia services in the Internet of Vehicles

Z Ma, S Sun - IEEE Access, 2021 - ieeexplore.ieee.org
With the development of mature communication network technologies such as 5G, edge
computing and slicing, business applications in areas such as telematics and intelligent …