Experimental Machine Learning Approach for Optical Turbulence and FSO Outage Performance Modeling

Experimental Machine Learning Approach for Optical Turbulence and FSO Outage Performance Modeling

A laser beam propagating in the free space suffers numerous degradation effects. In the context of free space optical communications (FSOCs), this results in reduced availability of the link. This study provides a comprehensive comparison between six machine learning (ML) regression algorithms for m...

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Bibliographic Details
Main Authors: Antonios Lionis, Antonios Sklavounos, Argyris Stassinakis, Keith Cohn, Andreas Tsigopoulos, Kostas Peppas, Konstantinos Aidinis, Hector Nistazakis
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Electronics
Subjects:
free space optical communications
gamma gamma
machine learning
refractive index structure parameter
outage probability
Online Access:https://www.mdpi.com/2079-9292/12/3/506

Internet

https://www.mdpi.com/2079-9292/12/3/506

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