Spectral Spacing Estimation using Fuzzy Logic and KNN algorithms in Gridless Nyquist-WDM Systems

Alejandro Escobar Perez,Neil Guerrero González,Stephen E. Ralph,Jhon James Granada-Torres

Spectral Spacing Estimation using Fuzzy Logic and KNN algorithms in Gridless Nyquist-WDM Systems

2021

Alejandro Escobar Perez
Neil Guerrero González
Stephen E. Ralph
Jhon James Granada-Torres

We propose a method for spectral spacing estimation in gridless optical networks using fuzzy logic for feature extraction and the KNN algorithm for prediction. It was experimentally verified in a 332 Gbd 16-QAM Nyquist-WDM system.

Keywords:

Feature extraction
optical signal to noise ratio
Computer science
Algorithm
nyquist wdm
k-nearest neighbors algorithm
Fuzzy logic

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