Traffic density control for automated highway systems

被引:55
作者
Chien, CC
Zhang, YP
Ioannou, PA
机构
[1] UNITED TECHNOL RES CTR, E HARTFORD, CT 06108 USA
[2] UNIV SO CALIF, DEPT ELECT ENGN SYST, LOS ANGELES, CA 90089 USA
[3] TAMKANG UNIV, DEPT ELECT ENGN, TAMSUI, TAIWAN
关键词
macroscopic traffic flow models; roadway controller; traffic density control; automated highway systems;
D O I
10.1016/S0005-1098(97)00050-2
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Traffic flow instabilities such as traffic congestion are often caused by ad hoc and inappropriate speeds and headways that humans choose when they operate their vehicles. In an automated highway system (AHS) environment, the driver's actions are replaced by those of a computer control system that is designed to optimize traffic flow. On the microscopic level, each vehicle is driven by a computer control system, which, based on the actions of the surrounding vehicles, sends the appropriate commands to the throttle/brake/steering actuators. On the macroscopic level, a roadway controller calculates the desired speed commands to be followed by vehicles in each section of the freeway lanes in order to achieve desired traffic density distributions that lead to optimum traffic flow conditions. In this paper, we design, analyze and simulate a roadway controller for an automated highway that achieves desired traffic densities along the lane. A macroscopic traffic flow model that is modified for AHS operation is used for control design and analysis. We show that the proposed roadway controller guarantees exponential convergence of the traffic density at each section to the desired density. Simulation results are used to illustrate the effectiveness of the proposed controller and the significant benefits AHS may bring to traffic flow. (C) 1997 Elsevier Science Ltd.
引用
收藏
页码:1273 / 1285
页数:13
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