Detecting Underwater Laguerre Gaussian Modes using a Convolutional Neural Network

Abderrahmen Trichili; Chaouki Ben Issaid; Yujian Guo; Tien Khee Ng; Boon Ooi; Mohamed-Slim Alouini

doi:10.1364/SPPCOM.2019.SpT2E.4

OSA Advanced Photonics Congress (AP) 2019 (IPR, Networks, NOMA, SPPCom, PVLED)
OSA Technical Digest (Optica Publishing Group, 2019),
paper SpT2E.4
•https://doi.org/10.1364/SPPCOM.2019.SpT2E.4

Detecting Underwater Laguerre Gaussian Modes using a Convolutional Neural Network

Abderrahmen Trichili, Chaouki Ben Issaid, Yujian Guo, Tien Khee Ng, Boon Ooi, and Mohamed-Slim Alouini

Signal Processing in Photonic Communications 2019

Burlingame, California United States
29 July–1 August 2019
ISBN: 978-1-943580-64-4

From the session
Digital Signal Processing 1 (SpT2E)

Not Accessible

Your library or personal account may give you access

Get PDF
Email
Share
Get Citation
Copy Citation Text
A. Trichili, C. Ben Issaid, Y. Guo, T. K. Ng, B. Ooi, and M. Alouini, "Detecting Underwater Laguerre Gaussian Modes using a Convolutional Neural Network," in OSA Advanced Photonics Congress (AP) 2019 (IPR, Networks, NOMA, SPPCom, PVLED), OSA Technical Digest (Optica Publishing Group, 2019), paper SpT2E.4.

Export Citation
- BibTex
- Endnote (RIS)
- HTML
- Plain Text
Citation alert
Save article

Abstract

We propose the use of a convolutional neural network (CNN) to detect single and superpositions of Laguerre Gaussian modes in an underwater environment which will open the doors towards fast and reliable underwater optical wireless communications.

PDF Article

More Like This

Coherent-Image Reconstruction Using Convolutional Neural Networks

Casey J. PeUizzari, Mark F. Spencer, and Charles A. Bouman
MTu4D.4 Mathematics in Imaging (MATH) 2019

Detection of an object in the field of view of a digital hologram with an heuristic algorithm parameterized using a convolutional neural network

Tomi Pitkäaho, Aki Manninen, and Thomas J. Naughton
Th3A.3 Digital Holography and Three-Dimensional Imaging (DH) 2019

Free Space Optical Coprocessor for Image processing and Convolution Neural Network

Mario Miscuglio, Zibo Hu, Jonathan George, Zhizhen Ma, and Volker J. Sorger
SpT2E.6 Signal Processing in Photonic Communications (SPPCom) 2019

Previous Article Next Article