Optimized Cost Function of Multi-Layer Perceptron for Fibre Non-Linear Impairment Mitigation in Coherent 200-Gbps DP-16QAM Transmission System - Archive ouverte HAL
Communication Dans Un Congrès Année : 2022

Optimized Cost Function of Multi-Layer Perceptron for Fibre Non-Linear Impairment Mitigation in Coherent 200-Gbps DP-16QAM Transmission System

Résumé

We show here that the Huber Cost Function is more efficient than Mean Squared Error metric to train a multi-layer perceptron in strong fibre nonlinear regime for single-channel coherent 200-Gbps Dual-Polarization 16QAM transmission.

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Sciences de l'ingénieur [physics]

Vincent Choqueuse  : Connectez-vous pour contacter le contributeur

https://hal.science/hal-04166693

Soumis le : jeudi 20 juillet 2023-10:11:28

Dernière modification le : mardi 17 septembre 2024-15:57:05

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Dates et versions

hal-04166693 , version 1 (20-07-2023)

Identifiants

Citer

Abraham Sotomayor, Erwan Pincemin, Vincent Choqueuse, Michel Morvan. Optimized Cost Function of Multi-Layer Perceptron for Fibre Non-Linear Impairment Mitigation in Coherent 200-Gbps DP-16QAM Transmission System. Signal Processing in Photonic Communications 2022, 2022, Maastricht, Netherlands. pp.JTu2A.41, ⟨10.1364/BGPPM.2022.JTu2A.41⟩. ⟨hal-04166693⟩

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