A Compartmental Model for Traffic Networks and Its Dynamical Behavior

被引:70
作者
Coogan, Samuel [1 ]
Arcak, Murat [1 ]
机构
[1] Univ Calif Berkeley, Dept Elect Engn & Comp Sci, Berkeley, CA 94720 USA
基金
美国国家科学基金会;
关键词
Hybrid systems; intelligent transportation systems; traffic control; CELL TRANSMISSION MODEL; SYSTEMS; WAVES; STATE; FLOW;
D O I
10.1109/TAC.2015.2411916
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 propose amacroscopic traffic network flow model suitable for analysis as a dynamical system, and we qualitatively analyze equilibrium flows as well as convergence. Flows at a junction are determined by downstream supply of capacity as well as upstream demand of traffic wishing to flow through the junction. This approach is rooted in the celebrated Cell Transmission Model for freeway traffic flow. Unlike related results which rely on certain system cooperativity properties, our model generally does not possess these properties. We show that the lack of cooperativity is in fact a useful feature that allows traffic control methods, such as ramp metering, to be effective. Finally, we leverage the results of the technical note to develop a linear program for optimal ramp metering.
引用
收藏
页码:2698 / 2703
页数:6
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