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Single-mode optical fibre decoder using polarization and a KNN algorithm
  • +2
  • David Ibañez-Camarillo,
  • Fernando Martínez-Piñón,
  • Moises Márquez-Olivera,
  • Viridiana Hernández-Herrera,
  • Sergio Vidal-Beltran
David Ibañez-Camarillo
Instituto Politecnico Nacional
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Fernando Martínez-Piñón
Instituto Politecnico Nacional

Corresponding Author:fmartinezp@ipn.mx

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Moises Márquez-Olivera
Instituto Politecnico Nacional
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Viridiana Hernández-Herrera
Instituto Politecnico Nacional
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Sergio Vidal-Beltran
Instituto Politecnico Nacional
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Abstract

It is shown experimentally a new digital optical decoding scheme based on the transmission or polarized light at p polarization planes using a K-Nearest Neighbor (KNN) algorithm through a single-mode optical fibre at 633 nm. The optical power signal is sent at p polarization planes which constitute p classes required for signal bit recognition. Results show that it is possible to recognize 32 polarizations planes, 5 bits, using 4 features corresponding to the measurement of optical power at 4 different angles at the photodetector side with an average assertiveness of 99.1%.
13 Mar 2023Submitted to Electronics Letters
15 Mar 2023Submission Checks Completed
15 Mar 2023Assigned to Editor
21 Mar 2023Reviewer(s) Assigned
28 May 2023Review(s) Completed, Editorial Evaluation Pending
02 Jun 2023Editorial Decision: Revise Major
20 Jul 20231st Revision Received
24 Jul 2023Submission Checks Completed
24 Jul 2023Assigned to Editor
24 Jul 2023Review(s) Completed, Editorial Evaluation Pending
24 Jul 2023Reviewer(s) Assigned
08 Aug 2023Editorial Decision: Accept