AI models for green communications towards 6G

B Mao, F Tang, Y Kawamoto… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
Green communications have always been a target for the information industry to alleviate
energy overhead and reduce fossil fuel usage. In the current 5G and future 6G eras, there is …

The drone scheduling problem: A systematic state-of-the-art review

J Pasha, Z Elmi, S Purkayastha… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Drones are receiving popularity with time due to their advanced mobility. Although they were
initially deployed for military purposes, they now have a wide array of applications in various …

3D UAV trajectory and data collection optimisation via deep reinforcement learning

KK Nguyen, TQ Duong, T Do-Duy… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) are now beginning to be deployed for enhancing the
network performance and coverage in wireless communication. However, due to the …

RIS-assisted UAV communications for IoT with wireless power transfer using deep reinforcement learning

KK Nguyen, A Masaracchia, V Sharma… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
Many of the devices used in Internet-of-Things (IoT) applications are energy-limited, and
thus supplying energy while maintaining seamless connectivity for IoT devices is of …

[HTML][HTML] Intelligent reflecting surfaces assisted UAV communications for massive networks: current trends, challenges, and research directions

SAH Mohsan, MA Khan, MH Alsharif, P Uthansakul… - Sensors, 2022 - mdpi.com
An intelligent reflecting surface (IRS) can intelligently configure wavefronts such as
amplitude, frequency, phase, and even polarization through passive reflections and without …

AI-enabled UAV communications: Challenges and future directions

AO Hashesh, S Hashima, RM Zaki, MM Fouda… - IEEE …, 2022 - ieeexplore.ieee.org
Recently, unmanned aerial vehicles (UAVs) communications gained significant
concentration as a talented technology for future wireless communications using its …

UAV-enabled ultra-reliable low-latency communications for 6G: A comprehensive survey

A Masaracchia, Y Li, KK Nguyen, C Yin… - IEEE …, 2021 - ieeexplore.ieee.org
Ultra-reliable low-latency communications (URLLCs) and the adoption of unmanned aerial
vehicles (UAVs) for network coverage improvement have emerged as key enabling …

Reconfigurable intelligent surface-assisted multi-UAV networks: Efficient resource allocation with deep reinforcement learning

KK Nguyen, SR Khosravirad… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
In this paper, we propose reconfigurable intelligent surface (RIS)-assisted unmanned aerial
vehicles (UAVs) networks that can utilise both advantages of UAV's agility and RIS's …

Practical optimization and game theory for 6G ultra-dense networks: Overview and research challenges

BT Tinh, LD Nguyen, HH Kha, TQ Duong - IEEE Access, 2022 - ieeexplore.ieee.org
Ultra-dense networks (UDNs) have been employed to solve the pressing problems in
relation to the increasing demand for higher coverage and capacity of the fifth generation …

[HTML][HTML] RIS-carried UAV communication: Current research, challenges, and future trends

N Rahmatov, H Baek - ICT Express, 2023 - Elsevier
Enhanced quality of service (QoS) and resource allocation are important measurements in a
mobile communication system. Compared to traditional mobile networks, 6G uses spectrum …