Systems-Theoretic Foundation for Advanced Driver Assistance Systems

被引:3
|
作者
Schnieder, Lars [1 ]
Detering, Stefan [1 ]
机构
[1] Tech Univ Carolo Wilhelmina Braunschweig, Inst Traff Safety & Automat Engn, D-38106 Braunschweig, Germany
来源
2010 IEEE INTERNATIONAL SYSTEMS CONFERENCE | 2010年
关键词
advanced driver assistance system; systems theory; traffic modeling; traffic simulation; calibration; validation;
D O I
10.1109/SYSTEMS.2010.5482475
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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).
引用
收藏
页码:365 / 370
页数:6
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