Autoencoder Model for OFDM-Based Optical Wireless Communications Systems Employing Augmented Communications

Monette H. Khadr; Anya E. Ross; Hany Elgala

doi:10.1364/SPPCOM.2021.SpTu2F.2

OSA Advanced Photonics Congress 2021
OSA Technical Digest (Optica Publishing Group, 2021),
paper SpTu2F.2
•https://doi.org/10.1364/SPPCOM.2021.SpTu2F.2

Autoencoder Model for OFDM-Based Optical Wireless Communications Systems Employing Augmented Communications

Monette H. Khadr, Anya E. Ross, and Hany Elgala

Signal Processing in Photonic Communications 2021

Washington, DC United States
26–29 July 2021
ISBN: 978-1-943580-94-1

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DSP Applications for Optical-Wireless Transmission (SpTu2F)

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M. H. Khadr, A. E. Ross, and H. Elgala, "Autoencoder Model for OFDM-Based Optical Wireless Communications Systems Employing Augmented Communications," in OSA Advanced Photonics Congress 2021, B. Yang, F. Leo, A. Tauke-Pedretti, S. Arafin, M. Clerici, L. Caspani, L. Busse, M. Kats, J. Fan, W. Ming (Steve) Lee, D. Caplan, N. Parsons, W. Freude, C. Tremblay, D. Hillerkuss, K. Igarashi, H. Elgala, N. Guerrero Gonzalez, R. "Patty" Stabile, K. Jaeger, R. Saive, H. Aziz, and H. Tan, eds., OSA Technical Digest (Optica Publishing Group, 2021), paper SpTu2F.2.

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Abstract

An Autoencoder model for augmented communications based OWC is im- plemented for systems that utilize orthogonal frequency division multiplexing. Simulation results demonstrate the viability of engineered features and deep learning techniques in OWC.

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