Neural Network Model of a Second Stage L-band Amplifier using Experimental Training Sets

Using experimental measurements with high-power input signals, we train a neural network model of the second stage of an L-band amplifier. With the model, we jointly optimize amplifier gain and noise figure (alternately gain flatness).