Towards Provably Reliable Uncertainty Quantification for Automotive State Estimation

Date:

Workshop presentation · 3rd iLoc Workshop, IEEE Intelligent Vehicles Symposium 2025 · Cluj-Napoca, Romania

Matthias Corvinus Monument in Cluj-Napoca during IEEE IV 2025

Discussed how uncertainty estimates for automotive state estimation can be tested, diagnosed, and made more trustworthy.

The workshop brought integrity ideas from aviation and GNSS into the broader challenge of reliable localization, mapping, and perception for automated vehicles.