TY - GEN AU - Otto,Carola TI - Fusion of Data from Heterogeneous Sensors with Distributed Fields of View and Situation Evaluation for Advanced Driver Assistance Systems SN - KSP/1000035932 PY - 2013/// PB - KIT Scientific Publishing KW - Trajectory Prediction KW - Radar and Camera KW - Pedestrian KW - Sensor Data Fusion KW - Risk Assessement N1 - Open Access N2 - 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 UR - https://www.ksp.kit.edu/9783731500735 UR - https://directory.doabooks.org/handle/20.500.12854/48227 ER -