Dual Time and Frequency Domain Optical Layer Digital Twin

被引:0
|
作者
Devigili, M. [1 ]
Ruiz, M. [1 ]
Costa, N. [2 ]
Napoli, A. [3 ]
Pedro, J. [2 ]
Velasco, L. [1 ]
机构
[1] Univ Politecn Catalunya UPC, Barcelona, Spain
[2] Infinera Unipessoal Lda, Carnaxide, Portugal
[3] Infinera, Munich, Germany
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D O I
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中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
We demonstrate a digital twin for failure detection in optical networks. Artificial neural networks-based models for optical constellation analysis enable predicting the transmitted signal in the time domain whereas analytical models are usually used to estimate their spectral evolution. (C) 2022 The Author(s)
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页数:4
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