ChaRRNets: Channel Robust Representation Networks for RF Fingerprinting

Carter N. Brown, Enrico Mattei, Andrew Draganov

We present complex-valued Convolutional Neural Networks (CNNs) for RF fingerprinting that go beyond translation invariance and appropriately account for the inductive bias with res…