We propose a particle swarm optimization algorithm power allocation model for deep neural networks on zero-padded dual-mode optical OFDM index modulation, which improves the performance gain by 2.11 ...

We propose a method for estimation of power profile in optical transmissions by employing machine learning optimization to a digital back-propagation model. The method allows to estimate the absolute ...