Joint Modulation Format, Bit-Rate and OSNR Identification Using Cascaded Deep Neural Networks

Cascaded deep neural networks model trained with signal amplitude histograms is developed for joint optical modulation format, bit-rate and OSNR identification. The averaged joint identification accuracy is 98.78% for four modulation formats.