1. Single‐mode optical fibre digital decoder based on polarization using a K‐nearest neighbour algorithm
- Author
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David Ibáñez‐Camarillo, Fernando Martínez‐Piñón, Moisés Vicente Márquez‐Olivera, Viridiana Gudelia Hernández‐Herrera, and Sergio Vidal‐Beltrán
- Subjects
artificial intelligence ,decoding ,fibre optic sensors ,optical fibre communication ,optical fibre polarization ,Electrical engineering. Electronics. Nuclear engineering ,TK1-9971 - Abstract
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 Neighbour (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 99.02%.
- Published
- 2023
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