Multi-agent reinforcement learning-based resource allocation for UAV networks

J Cui, Y Liu, A Nallanathan - IEEE Transactions on Wireless …, 2019 - ieeexplore.ieee.org
… This article focuses on the dynamic design of resource allocation for multi-UAV networks
in term of user, power level and subchannel selections. Additionally, assuming that all UAVs

Deep reinforcement learning-based resource allocation in cooperative UAV-assisted wireless networks

P Luong, F Gagnon, LN Tran… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… -UAV-assisted cellular network whose multiple UAVs can cooperatively serve their UEs
using joint processing techniques. A central UAV … , coordinating resource allocation/computation, …

Dynamic resource allocation in UAV-enabled mmWave communication networks

S Kumar, S Suman, S De - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
resource allocation problem has been investigated for downlink coverage from the mmWave
transmitter mounted on a UAV. … The formulated optimization problem for resource allocation

UAV relay-assisted emergency communications in IoT networks: Resource allocation and trajectory optimization

DH Tran, VD Nguyen, S Chatzinotas… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
… To deal with the issues involved in limited resources and the UAV’s self-interference, we
consider the resources allocation (ie, bandwidth and transmit power) for bold the UL and DL. …

Trajectory design and resource allocation for multi-UAV networks: Deep reinforcement learning approaches

Z Chang, H Deng, L You, G Min, S Garg… - … on Network Science …, 2022 - ieeexplore.ieee.org
resource allocation in the multi-UAV wireless networks. Specifically, we consider that all the
UAVs … By focusing on the downlink of the network, ie transmissions from the UAVs to GUs, …

Joint resource allocation and trajectory optimization with QoS in UAV-based NOMA wireless networks

Y Li, H Zhang, K Long, C Jiang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… Abstract—Replacing base stations with unmanned aerial vehicles (UAVs) to serve … resource
allocation and UAV trajectory optimization for maximizing the total energy efficiency in UAV-…

Resource allocation and trajectory optimization for QoE provisioning in energy-efficient UAV-enabled wireless networks

F Zeng, Z Hu, Z Xiao, H Jiang, S Zhou… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… limited and system resources are also … resources and limited UAV energy, we jointly optimize
user communication scheduling, UAV trajectory, transmit power and bandwidth allocation

Energy efficient resource allocation in UAV-enabled mobile edge computing networks

Z Yang, C Pan, K Wang… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… , we consider resource allocation in a UAVenabled MEC network with multiple UAVs. The
objective of this paper is to minimize the sum power consumption of UEs and UAVs including …

Energy-efficient resource allocation for UAV-assisted vehicular networks with spectrum sharing

W Qi, Q Song, L Guo… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… -efficient resource allocation strategy in the UAV-assisted vehicular network with spectrum
… study on optimization of content placement, spectrum allocation, co-channel link pairing, and …

Integrated UAV trajectory control and resource allocation for UAV-based wireless networks with co-channel interference management

MD Nguyen, LB Le, A Girard - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
… To fill these research gaps, we study in this article the joint UAV-GU association, resource
allocation, and UAV trajectory control for UAV-based wireless networks with spectrum reuse …