no code implementations • 30 Jun 2022 • Samuel Haug, Austin Egbert, Robert J. Marks II, Charles Baylis, Anthony Martone
Radar must adapt to changing environments, and we propose changepoint detection as a method to do so.
no code implementations • 4 Mar 2022 • William Howard, Anthony Martone, R. Michael Buehrer
We approach this problem using online Machine Learning (ML) techniques.
no code implementations • 22 Oct 2021 • William W. Howard, R. M. Buehrer, Anthony Martone
We model a radar network as an adversarial bandit problem, where the environment pre-selects reward sequences for each of several actions available to the network.
no code implementations • 1 Oct 2021 • C. Tanner Fredieu, Anthony Martone, R. Michael Buehrer
Results for the IF models showed an overall accuracy of 98% when detecting known and unknown signals with signal impairments present.
no code implementations • 16 Aug 2021 • C. Tanner Fredieu, Justin Bui, Anthony Martone, Robert J. Marks II, Charles Baylis, R. Michael Buehrer
Synchronization of the signals is not needed as we assume there is an unknown and uncompensated time and frequency offset.