Available Online: 16 Jun 2026
Sum Rate Optimisation for IRS-Assisted VLC Systems with Time Delay Considerations Using Deep Q-Learning
Volume 3
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Ahmed Ressan Hussen
2508958h@research.gla.ac.uk -
Rashid Iqbal
r.iqbal.1@research.gla.ac.uk -
Ahmed Zoha
Ahmed.Zoha@glasgow.ac.uk -
Muhammad Ali Imran
muhammad.imran@glasgow.ac.uk -
Hanaa Abumarshoud
Hanaa.Abumarshoud@glasgow.ac.uk
Visible light communication (VLC) is a promising solution for high-speed indoor wireless connectivity, offering advantages such as license-free spectrum and enhanced physical-layer security. However, VLC performance is highly dependent on line-of-sight (LoS) conditions and is vulnerable to signal degradation caused by device orientation and dynamic obstructions. To address these challenges, this paper proposes a deep Q-Learning (DQL) framework for resource..


