Enhanced max-min rate of users in UAV-assisted emergency networks using reinforcement learning
Unmanned aerial vehicles (UAVs) as an Aerial Base Station (ABS) are the enabler in the
provisioning of emergency communication services. However, ABS unplanned deployment …
provisioning of emergency communication services. However, ABS unplanned deployment …
Prioritized user association for sum-rate maximization in UAV-assisted emergency communication: A reinforcement learning approach
Unmanned air vehicles (UAVs) used as aerial base stations (ABSs) can provide
communication services in areas where cellular network is not functional due to a calamity …
communication services in areas where cellular network is not functional due to a calamity …
Learning-aided UAV 3D placement and power allocation for sum-capacity enhancement under varying altitudes
Unmanned air vehicle (UAV) as an aerial base station (ABS) has attracted the attention of
cellular service providers to enable emergency communications. However, the unplanned …
cellular service providers to enable emergency communications. However, the unplanned …
Resource scheduling based on deep reinforcement learning in UAV assisted emergency communication networks
Unmanned aerial vehicle (UAV) assisted emergency communication is an important
technique for future B5G/6G scenario. The UAV is usually considered as a mobile relay to …
technique for future B5G/6G scenario. The UAV is usually considered as a mobile relay to …
An uplink throughput optimization scheme for UAV-enabled urban emergency communications
B Hu, L Wang, S Chen, J Cui… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Integrating unmanned aerial vehicles (UAVs) into emergency communications is a
promising way to accomplish efficient network recovery with the advantages of UAV …
promising way to accomplish efficient network recovery with the advantages of UAV …
Deep Q-network based dynamic trajectory design for UAV-aided emergency communications
In this paper, an unmanned aerial vehicle (UAV)-aided wireless emergence communication
system is studied, where a UAV is deployed to support ground user equipments (UEs) for …
system is studied, where a UAV is deployed to support ground user equipments (UEs) for …
Sum rate maximization for mobile UAV-aided Internet of Things communications system
Unmanned aerial vehicle (UAV) communication provides a promising solution to emergency
recovery and coverage extension. For Internet of Things (IoT) communications system …
recovery and coverage extension. For Internet of Things (IoT) communications system …
Resource allocation in UAV-assisted networks: A clustering-aided reinforcement learning approach
S Zhou, Y Cheng, X Lei, Q Peng… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
As an aerial base station, unmanned aerial vehicle (UAV) has been considered as a
promising technology to assist future wireless communications due to its flexible, swift and …
promising technology to assist future wireless communications due to its flexible, swift and …
3D location and resource allocation optimization for UAV-enabled emergency networks under statistical QoS constraint
H Niu, X Zhao, J Li - IEEE Access, 2021 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) as aerial base stations have attracted great attention in
emergency communication networks due to flexible deployment. With the popularization of …
emergency communication networks due to flexible deployment. With the popularization of …
Sensing and communication tradeoff design for AoI minimization in a cellular internet of UAVs
In this paper, we consider the cellular Internet of unmanned aerial vehicles (UAVs), where
UAVs sense data for multiple tasks and transmit the data to the base station (BS). To quantify …
UAVs sense data for multiple tasks and transmit the data to the base station (BS). To quantify …