Towards Formal Verification of Freeway Traffic Control

被引:31
|
作者
Mitsch, Stefan [1 ]
Loos, Sarah M. [2 ]
Platzer, Andre [2 ]
机构
[1] Johannes Kepler Univ Linz, Linz, Austria
[2] Carnegie Mellon Univ, Dept Comp Sci, Pittsburgh, PA 15213 USA
基金
美国国家科学基金会;
关键词
Freeway traffic control; intelligent speed adaptation; hybrid system; SYSTEM;
D O I
10.1109/ICCPS.2012.25
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We study how CPS technology can help improve freeway traffic by combining local car GPS positioning, traffic center control decisions, and communication to achieve more tightly coupled feedback control in intelligent speed adaptation. We develop models for an intelligent speed adaptation that respects variable speed limit control and incident management. We identify safe ranges for crucial design parameters in these systems and, using the theorem prover KeYmaera, formally verify safety of the resulting CPS models. Finally, we show how those parameter ranges can be used to decide trade-offs for practical system implementations even for design parameters that are not modeled formally.
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页码:171 / 180
页数:10
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