Holistic network virtualization and pervasive network intelligence for 6G
In this tutorial paper, we look into the evolution and prospect of network architecture and
propose a novel conceptual architecture for the 6th generation (6G) networks. The proposed …
propose a novel conceptual architecture for the 6th generation (6G) networks. The proposed …
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 …
AI for UAV-assisted IoT applications: A comprehensive review
With the rapid development of the Internet of Things (IoT), there are a dramatically
increasing number of devices, leading to the fact that only using terrestrial infrastructure can …
increasing number of devices, leading to the fact that only using terrestrial infrastructure can …
Multi-UAV path planning for wireless data harvesting with deep reinforcement learning
Harvesting data from distributed Internet of Things (IoT) devices with multiple autonomous
unmanned aerial vehicles (UAVs) is a challenging problem requiring flexible path planning …
unmanned aerial vehicles (UAVs) is a challenging problem requiring flexible path planning …
Communication and control in collaborative UAVs: Recent advances and future trends
The recent progress in unmanned aerial vehicles (UAV) technology has significantly
advanced UAV-based applications for military, civil, and commercial domains. Nevertheless …
advanced UAV-based applications for military, civil, and commercial domains. Nevertheless …
Breaking the interference and fading gridlock in backscatter communications: State-of-the-art, design challenges, and future directions
As the Internet of Things (IoT) advances by leaps and bounds, a multitude of devices are
becoming interconnected, marking the onset of an era where everything is connected. While …
becoming interconnected, marking the onset of an era where everything is connected. While …
Link budget analysis for backscatter-based passive IoT
Massive connectivity of billions of communicating devices for fifth-generation (5G) and
beyond networks requires the deployment of self-sustaining, maintenance-free, and low-cost …
beyond networks requires the deployment of self-sustaining, maintenance-free, and low-cost …
Deep reinforcement learning based three-dimensional area coverage with UAV swarm
Unmanned aerial vehicle (UAV) technology is recognized as a promising solution to area
coverage problems (ACPs) and has been extensively studied recently. In this paper, we …
coverage problems (ACPs) and has been extensively studied recently. In this paper, we …
Backscatter wireless communications and sensing in green Internet of Things
Internet of Things (IoT) is a key technology for enabling ubiquitous applications that
interconnect with cyber-physical systems in various environments. However, its large scale …
interconnect with cyber-physical systems in various environments. However, its large scale …
Bayesian optimization enhanced deep reinforcement learning for trajectory planning and network formation in multi-UAV networks
In this paper, we employ multiple UAVs coordinated by a base station (BS) to help the
ground users (GUs) to offload their sensing data. Different UAVs can adapt their trajectories …
ground users (GUs) to offload their sensing data. Different UAVs can adapt their trajectories …