The neural network is able to recommend wavelength assignments that contain the power excursion to less than 0.5 dB with a precision of over 99%.
† College of Optical Sciences, University of Arizona,. Tuscon, AZ, USA. . 2017. Neural Network Based Wavelength Assignment in Optical Switching . In�...
The neural network is able to recommend wavelength assignments that contain the power excursion to less than 0.5 dB with a precision of over 99%. ResearchGate�...
Aug 21, 2017 � Erbium-Doped Fiber Amplifier (EDFA): Optical amplifier to boost intensity of optical signal. • Reconfigurable Optical Add-Drop Multiplexer�...
We further show that the trained deep neural network can recommend wavelength assignments for wavelength switching with minimal power excursions. Index Terms—�...
We present a deep-neural-network-based machine learning method to predict the power dynamics of a 90-channel ROADM system from data collection and training. We�...
Oct 24, 2018 � We present a deep-neural-network-based machine learning method to predict the power dynamics of a 90-channel ROADM system from data collection�...
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A deep-neural-network-based machine learning method is presented to predict the power dynamics of a 90-channel ROADM system from data collection and�...
This paper presents an intelligent approach for modelling Routing and wavelength assignment (RWA) problem in wavelength-routed Dense-Wavelength-Division-�...
The concept of wavelength assignment (WLA) has become the key technology in optical wavelength division multiplexing (OWDM) service networks.