Data-driven Deep Reinforcement Learning for Online Flight Resource Allocation in UAVaided Wireless Powered Sensor Networks

In wireless powered sensor networks (WPSN), data of ground sensors can be collected or relayed by an unmanned aerial vehicle (UAV) while the battery of the ground sensor can be charged via wireless power transfer. A key challenge of resource allocation in UAV-aided WPSN is to prevent battery drainag...

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Bibliographic Details
Main Author: Li, Kai (author)
Other Authors: Ni, Wei (author), Kurunathan, Harrison (author), Dressler, Falko (author)
Format: article
Language:eng
Published: 2022
Subjects:
UAV
WPSN
Deep reinforcement learning
LSTM
Wireless power transfer
Online Access:http://hdl.handle.net/10400.22/20902
Country:Portugal
Oai:oai:recipp.ipp.pt:10400.22/20902

Internet

http://hdl.handle.net/10400.22/20902

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