Nonlinearity Estimation in Optical Fiber Communication Through Convolutional Neural Networks

This paper proposes a deep learning workflow using a Convolutional Neural Network (CNN) to estimate nonlinearities in optical communication, potentially improving the performance of optical communication systems in various commercial applications. In the literature, minimal work has been done on est...

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מידע ביבליוגרפי

Principais autores:	Zulfiqar Ahmad, Muhammad Ali Qureshi, Asjad Amin, Zeeshan Rashid, Ghulam Amjad Hussain, Madia Safdar
פורמט:	Artigo
שפה:	Inglês
יצא לאור:	IEEE 2025-01-01
סדרה:	IEEE Access
נושאים:	Convolutional neural network machine learning eye diagram optical communication nonlinearities
גישה מקוונת:	https://ieeexplore.ieee.org/document/11240202/
תגים:	הוספת תג אין תגיות, היה/י הראשונ/ה לתייג את הרשומה!