Deep Learning Approaches for Photonic-Assisted Modulation Format Recognition
Pei Deng, Jia Ye, Peng Li, Lianshan Yan, Wei Pan, Xihua Zou · 2019
An experiment for modulation format recognition (MFR) is demonstrated to investigate the performances of 5 deep learning models. The results show that DNN has the best performance with >95.481% recognition accuracy at −10∼15 SNR.