DRL-Based IRS-Assisted Secure Hybrid Visible Light and mmWave Communications

DRL-Based IRS-Assisted Secure Hybrid Visible Light and mmWave Communications

<p dir="ltr">This paper explores a new advancement in physical layer security (PLS) techniques, focusing on the integration of Intelligent Reflecting Surfaces (IRS). This work centers on developing an intelligent hybrid system combining communication lines using millimeter wave (mmWa...

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Bibliographic Details
Main Author: Danya A. Saifaldeen (19498705) (author)
Other Authors: Abdullatif M. Al-Baseer (21248960) (author), Bekir S. Ciftler (16904883) (author), Mohamed M. Abdallah (8476953) (author), Khalid A. Qaraqe (16904664) (author)
Published: 2024
Subjects:
Engineering
Communications engineering
Electrical engineering
Information and computing sciences
Artificial intelligence
Machine learning
visible light communications
millimeter wave
deep learning
machine learning
deep reinforcement learning
intelligent reflecting surfaces
secrecy capacity
physical layer security
deep deterministic policy gradient
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