Optimal Neural Network Hyperparameter Consideration through Digital Predistortion in RF Power Amplifiers
This study introduces an effective optimization technique for identifying the optimal hyperparameters of a deep neural network (DNN) designed to model the behavior of power amplifiers (PAs). Hence, an innovative and efficient yield-analysis-based approach is proposed to improve both the modeling accuracy and the digita...