Nonlinear Impairment Compensation Using Self-Attention Mechanism in OAM Mode Division Multiplexing Transmission

A shift autocorrelation self-attention equalizer has been proposed for nonlinear compensation in orbital angular momentum mode division multiplexing optical fiber communication system. The experimental results show that the algorithm has 2 dB and 1 dB sensitivity gain compared with conventional Volterra and CNN nonlinear equalization.