Multitask Transfer Deep Reinforcement Learning for Timely Data Collection in Rechargeable-UAV-Aided IoT Networks

Thanks to their high-flexibility and low-operational cost, unmanned aerial vehicles (UAVs) can be used to support mission-critical applications in the Internet of Things (IoT). However, due to the limited onboard energy, it is difficult for UAVs to provide continuous data collection. In this article...

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Veröffentlicht in:	IEEE internet of things journal 2023-12, Vol.10 (23), p.20545-20559
Hauptverfasser:	Yi, Mengjie, Wang, Xijun, Liu, Juan, Zhang, Yan, Hou, Ronghui
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Charging Data collection Deep learning Energy consumption Energy levels Internet of Things Knowledge management Markov processes Rechargeable batteries Recharging Sensors Topology Unmanned aerial vehicles
Online-Zugang:	Volltext
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