Learning-based joint UAV trajectory and power allocation optimization for secure IoT networks

Learning-based joint UAV trajectory and power allocation optimization for secure IoT networks

Non-Orthogonal Multiplex Access (NOMA) can be deployed in Unmanned Aerial Vehicle (UAV) networks to improve spectrum efficiency. Due to the broadcasting feature of NOMA-UAV networks, it is essential to focus on the security of the wireless system. This paper focuses on maximizing the secrecy sum rat...

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Bibliographic Details
Main Authors: Dan Deng, Xingwang Li, Varun Menon, Md Jalil Piran, Hui Chen, Mian Ahmad Jan
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2022-08-01
Series:Digital Communications and Networks
Subjects:
Unmanned aerial vehicle (UAV)
NOMA
Reinforcement learning
Secure communications
Deep Q-learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2352864821000481

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