Detection of Nonlinearly Distorted and Two-Path Propagated Signals Using a Neural Network Based Equalizer

states of the square signal constellation collapse towards the center of the constellation. The corners collapse from 0 to 1.5 units where the diagonal distance between neighboring signal values is 2 units. refers to signal-to-noise ratios.