Deep Reinforcement Learning-Based Resource Allocation in Cooperative UAV-Assisted Wireless Networks
IEEE Transactions on Wireless Communications(2021)
摘要
We consider the downlink of an unmanned aerial vehicle (UAV) assisted cellular network consisting of multiple cooperative UAVs, whose operations are coordinated by a central ground controller using wireless fronthaul links, to serve multiple ground user equipments (UEs). A problem of jointly designing UAVs’ positions, transmit beamforming, as well as UAV-UE association is formulated in the form of...
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关键词
Resource management,Optimization,Array signal processing,Trajectory,Wireless networks,Throughput,Unmanned aerial vehicles
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