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

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

Radiofrequency (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. A hybrid RF/FSO architecture aims to achieve optimal reliability along w...

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Bibliographic Details
Main Authors: Mostafa Ibrahim, Arsalan Ahmad, Sabit Ekin, Peter LoPresti, Serhat Altunc, Obadiah Kegege, John F. O'Hara
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Transactions on Machine Learning in Communications and Networking
Subjects:
Satellite communication
hybrid RF/FSO
ray tracing
low-earth orbit (LEO)
FSO availability
cloud attenuation
Online Access:https://ieeexplore.ieee.org/document/10672517/
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https://ieeexplore.ieee.org/document/10672517/

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