Fiber Link Analysis and Q-factor Estimation Using CNN on Eye-Diagram

Abstract

A joint fiber link analysis and Q-factor estimation scheme using CNN-based deep learning technique on eye-diagram is proposed. Compared with the other five machine learning algorithms, the proposed one achieves the highest accuracy.