Title :
Single ECU object feature tracking based on particle filter
Author :
Steuerer, Marc ; Hoess, Alfred
Author_Institution :
Fac. of Electr. Eng. & Inf. Technol., Univ. of Appl. Sci. Amberg - Weiden, Amberg
Abstract :
This paper describes a system which connects radar sensors directly to one single ECU (electronic control unit) via an SSC (synchronous serial channel) interface. The ECU runs a signal processing to convert the radar raw data from the sensor into a peak list. For tracking a particle filter is used. The introduced system is directed towards pre-crash applications. Such applications inform the driver about dangerous situations. Further, it contributes to avoid accidents or reduce accident severity respectively by interventing into the vehiclepsilas breaking system. The pre-crash application is part of the integral safety system to be developed within the German research project AUTOSAFE.
Keywords :
accident prevention; object detection; particle filtering (numerical methods); radar signal processing; radar tracking; road safety; road vehicle radar; safety systems; accident avoidance; electronic control unit; integral safety system; object feature tracking; particle filter; radar raw data; radar sensors; signal processing; synchronous serial channel interface; vehicle breaking system; Accidents; Control systems; Driver circuits; Particle filters; Particle tracking; Radar signal processing; Radar tracking; Safety; Sensor phenomena and characterization; Sensor systems;
Conference_Titel :
Intelligent Vehicles Symposium, 2008 IEEE
Conference_Location :
Eindhoven
Print_ISBN :
978-1-4244-2568-6
Electronic_ISBN :
1931-0587
DOI :
10.1109/IVS.2008.4621311