Search Results for author: Jindrich Dunik

Found 3 papers, 1 papers with code

Advanced Receiver Autonomous Integrity Monitoring: Impact of Time-Correlated Pseudorange Measurement Noise

no code implementations16 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.

Uncertainty Quantification in Deep Learning Based Kalman Filters

1 code implementation6 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.

Uncertainty Quantification

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