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Inter-Channel Interference Estimation based on IQHistograms including Machine Learning

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Abstract

We propose a method for inter-channel interference estimation based on the k-Nearest Neighbors algorithm applied to histograms of I-Q components of received symbols. We experimentally validated its performance in a 3 × 16 Gbaud 16-QAM Nyquist-WDM system.

© 2020 The Author(s)

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More Like This
Overlapping Estimation based on DBSCAN Algorithm in Nyquist-WDM Systems

Jhon J. Granada Torres and Neil Guerrero González
SpTh1E.2 Signal Processing in Photonic Communications (SPPCom) 2019

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Alejandro Escobar Pérez, Jhon J. Granada Torres, and Neil Guerrero González
SpTh1E.3 Signal Processing in Photonic Communications (SPPCom) 2019

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