Modulation Format Identification for Coherent Optical Communication Systems Based on Long Short-Term Memory Networks

In this paper, we proposed a novel and simple modulation format identification scheme based on long shortterm memory neural networks by extracting features from raw IQ data samples. Simulation results show the proposed scheme can effectively classify four widely used modulation formats with high accuracy.