146 citations · 151 across the 5 of their papers we have counts for
5 papers
Signal Identification and Entrainment for Practical FMCW Radar Spoofing Attacks
Andrew M. Graff, Todd E. Humphreys
This paper proposes a method of passively estimating the parameters of frequency-modulated-continuous-wave (FMCW) radar signals with a wide range of structural parameter values and…
Signal Structure of the Starlink Ku-Band Downlink
Todd E. Humphreys, Peter A. Iannucci, Zacharias Komodromos +1
We develop a technique for blind signal identification of the Starlink downlink signal in the 10.7 to 12.7 GHz band and present a detailed picture of the signal's structure. Import…
Deep Learning-based Link Configuration for Radar-aided Multiuser mmWave Vehicle-to-Infrastructure Communication
Andrew Graff, Yun Chen, Nuria González-Prelcic +1
Configuring millimeter wave links following a conventional beam training protocol, as the one proposed in the current cellular standard, introduces a large communication overhead,…
Radar Aided mmWave Vehicle-to-InfrastructureLink Configuration Using Deep Learning
Yun Chen, Andrew Graff, Nuria González-Prelcic +1
The high overhead of the beam training process is the main challenge when establishing mmWave communication links, especially for vehicle-to-everything (V2X) scenarios where the ch…
End-to-End Radio Fingerprinting with Neural Networks
Ryan M. Dreifuerst, Andrew Graff, Sidharth Kumar +2
This paper presents a novel method for classifying radio frequency (RF) devices from their transmission signals. Given a collection of signals from identical devices, we accurately…