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Daniel Watzenig

3 accepted papers

2026

DTP-Attack: A Decision-Based Black-Box Adversarial Attack on Trajectory Prediction

ICRA 2026poster

Trajectory prediction systems are critical for autonomous vehicle safety, yet remain vulnerable to adversarial attacks that can cause catastrophic traffic behavior misinterpretations. Existing attack methods require white-box access with gradient information and rely on rigid physical constraints, l…

2024

Dynamic Occupancy Grids for Object Detection: A Radar-Centric Approach

ICRA 2024poster

Dynamic Occupancy Grid Mapping is a technique used to generate a local map of the environment, containing both static and dynamic information. Typically, these maps are primarily generated using lidar measurements. However, with improvements in radar sensing, resulting in better accuracy and higher…

Cited by 2SourceScholar
2021

Sub-optimal and robust path tracking: a geometric approach

IROS 2021poster

Path tracking controllers for non-holonomic vehicles are commonly designed with primary focus on robustness to different kinds of disturbances, vehicle dynamics and other effects. Subsequently, the path tracking behavior is improved by parameter optimization or controller extensions. The possible im…

Cited by 2SourceScholar