no code implementations • 16 Feb 2024 • Jindrich Dunik, Martin Orejas
Detailed analysis of the dependence of the probability of false alert per sample on the measurement noise time constant is given and a numerical algorithm for the correct computation of the probability is proposed.
1 code implementation • 6 Sep 2023 • Yehonatan Dahan, Guy Revach, Jindrich Dunik, Nir Shlezinger
Various algorithms combine deep neural networks (DNNs) and Kalman filters (KFs) to learn from data to track in complex dynamics.
no code implementations • 24 Feb 2023 • Jakub Matousek, Jindrich Dunik, Marek Brandner, Chan Gook Park, Yeongkwon Choe
The proposed PMF prediction step is verified in a numerical study.