Statistical Wide-Sense Curriculum Learning for Neural Network-Based Pre-Distorter in Coherent Optical Transmitters
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DOI: 10.1109/tcomm.2022.3179765
Abstract: Optical communications systems’ performance is limited by physical layer nonlinearities inherent in some of their transmitter components. In order to overcome some of these limitations, several approaches utilizing artificial neural networks to digitally pre-distort the… read more here.
Keywords: neural network; network; curriculum learning; network based ... See more keywords