Digital twin based DDPG reinforcement learning for sum-rate maximization of AI-UAV communications

Abstract Construction of wireless infrastructure using unmanned aerial vehicle (UAV) can effectively expand the coverage and support high-density traffic of next-generation communication systems. Designing wireless systems including UAVs as aerial base stations (ABSs) is a challenging task, due to t...

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Bibliographic Details

Published in:	EURASIP Journal on Wireless Communications and Networking
Main Authors:	Jeongyoon Lee, Taeje Park, Wonjin Sung
Format:	Article
Language:	English
Published:	SpringerOpen 2024-07-01
Subjects:	Digital twin DDPG Reinforcement learning UAV AI communications
Online Access:	https://doi.org/10.1186/s13638-024-02386-0