Title :
Generic architecture for simulation of ADAS sensors
Author :
Hanke, T. ; Hirsenkorn, N. ; Dehlink, B. ; Rauch, A. ; Rasshofer, R. ; Biebl, E.
Author_Institution :
BMW AG, München, Germany
Abstract :
With rising complexity of advanced driver assistance systems (ADAS), development quality and speed are of increasing importance. Virtualization contributes towards this goal by providing a controlled environment even before hardware prototypes are available. One crucial component is a realistic description of the vehicle´s sensors by means of sensor models. We propose a generic, modular architecture for the design of such models. The car´s surroundings are represented by a list of objects that is modified during the virtualized sensing process. The result can then provide stimulation of ADAS function algorithms. Using the proposed architecture as a framework, we construct an exemplary model employing a stochastic variation of target object positions.
Keywords :
automobiles; computerised instrumentation; driver information systems; virtualisation; ADAS sensor simulation; advanced driver assistance system complexity; generic architecture; hardware prototype; target object position stochastic variation; vehicle sensor model; virtualization; virtualized sensing process; Data models; Position measurement; Sensors; Signal processing; Stochastic processes; Vehicles;
Conference_Titel :
Radar Symposium (IRS), 2015 16th International
DOI :
10.1109/IRS.2015.7226306