Training neural networks on uniform noise can model RF amplifier nonlinearities well enough to predict a variety of unseen waveform types.
Modeling radio-frequency devices based on deep learning technique
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Deep Learning Modeling Method for RF Devices Based on Uniform Noise Training Set
Training neural networks on uniform noise can model RF amplifier nonlinearities well enough to predict a variety of unseen waveform types.