Towards autonomous multi-UAV wireless network: A survey of reinforcement learning-based approaches
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 …
research interest in recent years and are gradually being utilized in various aspects of our …
Toward resilient network slicing for satellite–terrestrial edge computing IoT
Satellite–terrestrial edge computing networks (STECNs) emerged as a global solution to
support multiple Internet of Things (IoT) applications in 6G networks. The enabling …
support multiple Internet of Things (IoT) applications in 6G networks. The enabling …
-Learning Aided Intelligent Routing With Maximum Utility in Cognitive UAV Swarm for Emergency Communications
This article studies the routing problem in a cognitive unmanned aerial vehicle (UAV) swarm
(CU-SWARM), which employs the cognitive radio into a swarm of UAVs within a three-layer …
(CU-SWARM), which employs the cognitive radio into a swarm of UAVs within a three-layer …
HAPS-UAV-enabled heterogeneous networks: A deep reinforcement learning approach
The integrated use of non-terrestrial network (NTN) entities such as the high-altitude
platform station (HAPS) and low-altitude platform station (LAPS) has become essential …
platform station (HAPS) and low-altitude platform station (LAPS) has become essential …
Optimal resource allocation for AGIN 6G: a learning-based three-sided matching approach
As ubiquitous interconnection becomes a reality for human beings, addressing the
challenge of seamless coverage in the near future 6G network, particularly for remote area …
challenge of seamless coverage in the near future 6G network, particularly for remote area …
Improved DRL-based energy-efficient UAV control for maximum lifecycle
H Ma, G Yang, X Sun, D Qu, G Chen, X Jin… - Journal of the Franklin …, 2024 - Elsevier
Unmanned aerial vehicles (UAVs) operating as airborne base stations (UAV-BSs) provide
efficient on-demand services to ground users. UAV-BSs are inherently flexible and mobile …
efficient on-demand services to ground users. UAV-BSs are inherently flexible and mobile …
Backhaul-constrained coverage analysis of integrated high and low altitude platforms aerial communication system in post-disaster areas
Coverage analysis of aerial communication networks based on high altitude platforms
(HAPs) and low altitude platforms (LAPs) is of great significance to understand the service …
(HAPs) and low altitude platforms (LAPs) is of great significance to understand the service …
Self-evolving integrated vertical heterogeneous networks
A Farajzadeh, MG Khoshkholgh… - IEEE Open Journal …, 2023 - ieeexplore.ieee.org
6G and beyond networks tend towards fully intelligent and adaptive design in order to
provide better operational agility in maintaining universal wireless access and supporting a …
provide better operational agility in maintaining universal wireless access and supporting a …
Extending coverage and capacity from high altitude platforms with a two-tier cellular architecture
Conventional coverage and capacity from a high altitude platform (HAP) over an extended
coverage area suffer significantly from inter-cell interference (ICI), antenna beam …
coverage area suffer significantly from inter-cell interference (ICI), antenna beam …
Coverage Maximization for Air-and-Ground Cooperative Networks
Y Jiang, Z Zhou, J Zhou, C Qin, W Tang… - IEEE Wireless …, 2023 - ieeexplore.ieee.org
How to extend the coverage area is vital for the six-generation mobile communication
system (6G). In this letter, we consider a three-tier air-and-ground cooperative network …
system (6G). In this letter, we consider a three-tier air-and-ground cooperative network …