Publications

(2025). A Unified Self-Assessment Framework for Autonomous Driving Stacks Using Subjective Logic. In FAS-Workshop 2025.
(2025). Adaptive Kalman Filtering: Measurement and Process Noise Covariance Estimation Using Kalman Smoothing. IEEE Access, Volume:13.
(2024). Towards an Advanced Self-Monitoring Tracking Module: Leveraging Statistical Hypothesis Tests and Subjective Logic Reasoning. In IEEE ITSC 2024.
(2024). Adaptive Kalman Filtering Based on Subjective Logic Self-Assessment. In FUSION 2024.
(2024). Self-Assessment for Multi-Object Tracking Based on Subjective Logic. In IEEE IV 2024.
(2023). Online Performance Assessment of Multi-Sensor Kalman Filters Based on Subjective Logic. In FUSION 2023.
(2022). Self-Assessment for Single-Object Tracking in Clutter Using Subjective Logic. In FUSION 2022.
(2021). Anomaly Detection in Radar Data Using PointNets. In IEEE ITSC 2021.
(2020). Kalman Filter Meets Subjective Logic: A Self-Assessing Kalman Filter Using Subjective Logic. In FUSION 2020.
(2019). 2D Car Detection in Radar Data with PointNets. In IEEE ITSC 2019.