AI-Driven Resource Allocation in Optical Wireless Communication Systems

no code implementations • 8 Apr 2023 • Abdelrahman S. Elgamal, Osama Z. Aletri, Barzan A. Yosuf, Ahmad Adnan Qidan, Taisir El-Gorashi, Jaafar M. H. Elmirghani

Visible light communication (VLC) is a promising solution to satisfy the extreme demands of emerging applications.

Management Reinforcement Learning (RL)

Reinforcement Learning for Resource Allocation in Steerable Laser-based Optical Wireless Systems

no code implementations • 21 Jun 2021 • Abdelrahman S. Elgamal, Osama Z. Alsulami, Ahmad Adnan Qidan, Taisir E. H. El-Gorashi, Jaafar M. H. Elmirghani

Vertical Cavity Surface Emitting Lasers (VCSELs) have demonstrated suitability for data transmission in indoor optical wireless communication (OWC) systems due to the high modulation bandwidth and low manufacturing cost of these sources.

Management Q-Learning +2