Title :
Systems-theoretic foundation for advanced driver assistance systems
Author :
Schnieder, Lars ; Detering, Stefan
Author_Institution :
Inst. for Traffic Safety & Autom. Eng., Tech. Univ. Braunschweig, Braunschweig, Germany
Abstract :
In road traffic the sum of all drivers´ individual behavior has an immediate impact on traffic flow. The framework of systems theory helps to explain empirically observable phenomena. In this paper a systems theoretic basis for traffic modeling is set out. A generic system model explains system properties and rearranges them in order to form an explanatory model for the complex behavior observable in a road transportation system. The interrelation between nanoscopic, microscopic and macroscopic traffic variables in traffic simulation is shown using the generic system model. It demonstrates that the approach lined out in this paper is of explanatory power for complex phenomena in the traffic modeling domain. In future this approach can be applied to the calibration and validation of advanced driver assistance systems (ADAS).
Keywords :
road traffic; system theory; transportation; advanced driver assistance systems; generic system model; road traffic; road transportation system; system theory; systems theory; traffic flow modeling; traffic simulation; advanced driver assistance system; calibration; systems theory; traffic modeling; traffic simulation; validation;
Conference_Titel :
Systems Conference, 2010 4th Annual IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-5882-0
DOI :
10.1109/SYSTEMS.2010.5482475