Separability of Histogram Based Features for Optical Performance Monitoring: An Investigation Using t-SNE Technique

Separability of Histogram Based Features for Optical Performance Monitoring: An Investigation Using t-SNE Technique

In this paper, we study the separability of the commonly used features to monitor the performance of optical signal in coherent optical systems. Specifically, our study focuses on the histogram-based features; the asynchronous amplitude histogram (AAH) and the two-dimensional extension of AAH, which...

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Bibliographic Details
Main Authors: Waddah S. Saif, Tariq Alshawi, Maged Abdullah Esmail, Amr Ragheb, Saleh Alshebeili
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Photonics Journal
Subjects:
Optical performance monitoring (OPM)
histogram-based features
dimensionality reduction
optical coherent receivers
Online Access:https://ieeexplore.ieee.org/document/8701478/

Internet

https://ieeexplore.ieee.org/document/8701478/

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