Josh Robinson

Transfer Learning with Radio Frequency Signals

2021

Transfer learning has allowed for more widespread adaptation and expanded use of deep learning models in fields such as computer vision and speech recognition. The radio frequency (RF) domain has lagged behind and has yet …

Neural Network Signal Processing for LTE Receiver Application

2021

Radio Digital Signal Processing (DSP) elements work well in the conditions for which they are designed, but degrade in edge cases outside of these conditions. In previous work we built individual physics-driven neural network (NN) …