Free-Space Optical Channel Turbulence Prediction: A Machine Learning Approach

no code implementations • 27 May 2024 • Md Zobaer Islam, Ethan Abele, Fahim Ferdous Hossain, Arsalan Ahmad, Sabit Ekin, John F. O'Hara

Channel turbulence presents a formidable obstacle for free-space optical (FSO) communication.

Anticipating Optical Availability in Hybrid RF/FSO Links Using RF Beacons and Deep Learning

no code implementations • 22 May 2024 • Mostafa Ibrahim, Arsalan Ahmad, Sabit Ekin, Peter LoPresti, Serhat Altunc, Obadiah Kegege, John F. O'Hara

Radio frequency (RF) communications offer reliable but low data rates and energy-inefficient satellite links, while free-space optical (FSO) promises high bandwidth but struggles with disturbances imposed by atmospheric effects.

Backhaul-Aware Intelligent Positioning of UAVs and Association of Terrestrial Base Stations for Fronthaul Connectivity

no code implementations • 1 May 2021 • Muhammad K. Shehzad, Arsalan Ahmad, Syed Ali Hassan, Haejoon Jung

We observe that the proposed approach is highly effective to satisfy the requirements of smart fronthaul networks.

Clustering Management