Adaptive Security Solutions for NOMA Networks: The Role of DDPG and RIS-Equipped UAVs

Adaptive Security Solutions for NOMA Networks: The Role of DDPG and RIS-Equipped UAVs

In this work, we apply the Deep Deterministic Policy Gradient (DDPG) technique to improve the security of a non-orthogonal multiple access (NOMA) downlink network by enabling use of a reconfigurable intelligent surface (RIS) equipped unmanned aerial vehicles (UAV). Our main objective is to prevent e...

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Bibliographic Details
Main Authors: Syed Zain Ul Abideen, Abdul Wahid, Mian Muhammad Kamal
Format: Article
Language:English
Published: Universitas Riau 2024-11-01
Series:International Journal of Electrical, Energy and Power System Engineering
Subjects:
non-orthogonal multiple access, reconfigurable intelligent surface, unmanned aerial vehicles, deep reinforcement learning, deep deterministic policy gradient, physical layer security.
Online Access:https://ijeepse.id/journal/index.php/ijeepse/article/view/195
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