A Fault Detection Algorithm for LiDAR/IMU Integrated Localization Systems with Non-Gaussian Noises

Date:

Conference presentation · ION International Technical Meeting 2024 · Long Beach, California, USA

Penggao Yan presenting a non-Gaussian fault detection algorithm at ION ITM 2024

Presented a fault detector for EKF-based LiDAR/IMU localization when nominal errors depart from Gaussian assumptions.

The presentation focused on the gap between textbook Gaussian assumptions and real localization errors, and on how a Gaussian-mixture treatment changes detection design.