Iterative supervised learning approach using transceiver bit-error-rate measurements for optical line system optimization

Defining the working points of optical amplifiers is a key factor when managing optical networks, particularly for the quality of transmission (QoT) of deployed connections. However, given the lack of knowledge of physical layer parameters, in many cases operators use these infrastructures suboptima...

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Veröffentlicht in:	Journal of optical communications and networking 2023-02, Vol.15 (2), p.111-118
Hauptverfasser:	Borraccini, Giacomo, D'Amico, Andrea, Straullu, Stefano, Usmani, Fehmida, Ahmad, Arsalan, Curri, Vittorio
Format:	Artikel
Sprache:	eng
Schlagworte:	Amplifiers Doped fibers Erbium Erbium-doped fiber amplifiers Error analysis Gain Iterative methods Machine learning Optical communication Optical coupling Optical fiber networks Optimization Physical layer Supervised learning
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