Autonomous deployment and energy efficiency optimization strategy of UAV based on deep reinforcement learning

Autonomous deployment and energy efficiency optimization strategy of UAV based on deep reinforcement learning

Utilizing a UAV to build aerial mobile small cell can provide more flexible and efficient access services for ground terminal users.Constrained by the coverage and limited energy of the UAV,it is necessary to study how to build a fast,efficient and energy-saving air-ground collaborative network.To d...

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Bibliographic Details
Main Authors: Yi ZHOU, Xiaoyong MA, Fuxiao GAO, Wei LI, Nan CHENG, Ning LU
Format: Article
Language:zho
Published: China InfoCom Media Group 2019-06-01
Series:物联网学报
Subjects:
aerial-ground cooperative networking
unmanned aerial vehicle
autonomous deployment
efficiency optimization
deep reinforcement learning
Online Access:http://www.wlwxb.com.cn/zh/article/doi/10.11959/j.issn.2096-3750.2019.00106/
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