Title: Artificial neural networks in the scope of optical performance monitoring
Authors: António Teixeira , Mário Lima , Vítor Ribeiro
Abstract: Artificial Neural Networks (ANN) have been used in several scientific areas, such as economy, physics, mathematics, engineering, to mention some. Recently ANN have been applied to the field of Optical PerformanceMonitoring (OPM). Several paperswere published and interesting results were achieved. We present Parametric Asynchronous Eye Diagram (PAED) used with ANN pattern recognition strategies, to extract features of PAED and deliver OPM parameters at the ANN output, such as Chromatic Dispersion (PMD), Polarization Mode Dispersion (PMD) and Optical Signal to Noise Ratio (OSNR), and monitor them simultaneously.
Publication date: 2012-07-16
Online entry date: 2013-05-08
Conference: CONTROLO’2012
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