作者
Zhongsheng Hou, Xin Xu, Jingwen Yan, Jian-Xin Xu, Gang Xiong
发表日期
2011/6/20
期刊
IEEE Transactions on Intelligent Transportation Systems
卷号
12
期号
4
页码范围
1305-1318
出版商
IEEE
简介
Ramp metering is an effective tool for traffic management on freeway networks. In this paper, we apply iterative learning control (ILC) to address ramp metering in a macroscopic-level freeway environment. By formulating the original ramp metering problem as an output regulating and disturbance rejection problem, ILC has been applied to control the traffic response. The learning mechanism is further combined with Asservissement Linéaire d'Entrée Autoroutière (ALINEA) in a complementary manner to achieve the desired control performance. The ILC-based ramp metering strategy and the modified modularized ramp metering approach based on ILC and ALINEA in the presence of input constraints are also analyzed to highlight the advantages and the robustness of the proposed methods. Extensive simulations are given to verify the effectiveness of the proposed approaches.
引用总数
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学术搜索中的文章
Z Hou, X Xu, J Yan, JX Xu, G Xiong - IEEE Transactions on Intelligent Transportation …, 2011