Computational-Complexity Comparison of Artificial Neural Network and Volterra Series Transfer Function for Optical Nonlinearity Compensation with Time- and Frequency-Domain Dispersion Equalization

We evaluated the number of complex multiplications in an ANN and a VSTF for optical nonlinearity compensation. The results show that the ANN involved lower computational complexity than the VSTF when additional time-domain nonlinear processing is required.