Otto, Carola

Fusion of Data from Heterogeneous Sensors with Distributed Fields of View and Situation Evaluation for Advanced Driver Assistance Systems - KIT Scientific Publishing 2013 - 1 electronic resource (VIII, 238 p. p.)

Open Access

In order to develop a driver assistance system for pedestrian protection, pedestrians in the environment of a truck are detected by radars and a camera and are tracked across distributed fields of view using a Joint Integrated Probabilistic Data Association filter. A robust approach for prediction of the system vehicles trajectory is presented. It serves the computation of a probabilistic collision risk based on reachable sets where different sources of uncertainty are taken into account.


Creative Commons


English

KSP/1000035932 9783731500735

10.5445/KSP/1000035932 doi

Trajectory Prediction Radar and Camera Pedestrian Sensor Data Fusion Risk Assessement