Blind Optical Modulation Format Identification Based on Both Intensity and Differential-Phase Density

We demonstrate a machine-learning-assisted modulation format identification scheme using both intensity and differential-phase density information. The identification performance for all formats can be achieved even at OSNR values lower than corresponding theoretical 20% FEC limit.