It’s a Bird, It’s a Plane, It’s "That" UAV: RF Fingerprinting During Flight

UAVs are being rapidly deployed in many surveillance-related and monitoring applications worldwide. Thus, identifying a known UAV in a larger pool of devices is important. This task is often complicated in dense urban environments or low-level flight deployment cases where traditional radar-based detection becomes difficult. In this work, we describe deep convolutional neural network architectures...