Secure THz Communication in 6G: A Two-Stage DRL Approach for IRS-Assisted NOMA

The rapid evolution of 6G networks demands innovative solutions to address the dual challenges of ensuring robust physical layer security (PLS) and optimizing energy efficiency. This paper introduces an innovative framework based on deep reinforcement learning (DRL) for enhancing security and energy...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Muhammad Shahwar, Manzoor Ahmed, Touseef Hussain, Muhammad Sheraz, Wali Ullah Khan, Teong Chee Chuah
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Subjects:	DRL energy-efficient optimization IRS NOMA PLS THz communication
Online Access:	https://ieeexplore.ieee.org/document/11003056/