Deep learning for enhanced free-space optical communications

Deep learning for enhanced free-space optical communications

Atmospheric effects, such as turbulence and background thermal noise, inhibit the propagation of light used in ON–OFF keying (OOK) free-space optical (FSO) communication. Here we present and experimentally validate a convolutional neural network (CNN) to reduce the bit error rate of FSO communicatio...

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Bibliographic Details
Main Authors: M P Bart, N J Savino, P Regmi, L Cohen, H Safavi, H C Shaw, S Lohani, T A Searles, B T Kirby, H Lee, R T Glasser
Format: Article
Language:English
Published: IOP Publishing 2023-01-01
Series:Machine Learning: Science and Technology
Subjects:
optical communication
free space communication
deep learning
convolutional neural networks
Online Access:https://doi.org/10.1088/2632-2153/ad10cd

Internet

https://doi.org/10.1088/2632-2153/ad10cd

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