Modulation format identification based on horizontal projection and LSTM in optical networks

This paper proposes a horizontal projection (HP) and long short-term memory neural network (LSTM) scheme for modulation format identification (MFI). The results show the proposed scheme achieves 100% MFI accuracy for the five modulation formats.