Demodulating Optical Wireless Communication of FBG Sensing with Turbulence-Caused Noise by Stacked Denoising Autoencoders and the Deep Belief Network

Free-space optics communication (FSO) can be used as a transmission medium for fiber optic sensing signals to make fiber optic sensing easier to implement; however, interference with the sensing signals caused by the optical turbulence and scattering of airborne particles in the FSO path is a potent...

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Bibliographic Details
Published in:	Electronics (Basel) Vol. 13; no. 20; p. 4127
Main Authors:	Bogale, Shegaw Demessie, Yao, Cheng-Kai, Manie, Yibeltal Chanie, Dehnaw, Amare Mulatie, Tefera, Minyechil Alehegn, Li, Wei-Long, Zhong, Zi-Gui, Peng, Peng-Chun
Format:	Journal Article
Language:	English
Published:	Basel MDPI AG 01.10.2024
Subjects:	Airborne sensing Atmospheric turbulence Belief networks Bragg gratings Computational linguistics Deep learning Equipment and supplies Fiber optics Free space optics Language processing Machine learning Natural language interfaces Neural networks Noise prediction Noise reduction Outdoor air quality Sensors Wavelengths Wavelet transforms Weather Wireless communications
ISSN:	2079-9292, 2079-9292
Online Access:	Get full text
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