Few-Shot Learning with Uncertainty-based Quadruplet Selection for Interference Classification in GNSS Data

no code implementations • 9 Feb 2024 • Felix Ott, Lucas Heublein, Nisha Lakshmana Raichur, Tobias Feigl, Jonathan Hansen, Alexander Rügamer, Christopher Mutschler

We recorded a dataset at a motorway with eight interference classes on which our FSL method with quadruplet loss outperforms other FSL techniques in jammer classification accuracy with 97. 66%.

Few-Shot Learning