Adaptive Control Strategies for Urban Network Traffic via a Decentralized Approach With User-Optimal Routing

被引:29
|
作者
Chow, Andy H. F. [1 ]
Sha, Rui [2 ]
Li, Ying [3 ]
机构
[1] City Univ Hong Kong, Dept Architecture & Civil Engn, Hong Kong, Peoples R China
[2] UCL, Ctr Transport Studies, London WC1E 6BT, England
[3] Changan Univ, Sch Informat Engn, Xian 710064, Peoples R China
关键词
Decentralized control; Routing; Optimal control; Optimization; Minimization; Linear programming; Linear quadratic optimal control; decentralization; max-pressure; user-optimal routing; cooperative traffic management; SIGNAL CONTROL; TIME;
D O I
10.1109/TITS.2019.2955425
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
This paper presents an adaptive linear quadratic optimal traffic control system. The control strategies are solved via a decentralized approach and complemented with a user-optimal network traffic router. The user-optimal routing algorithm assists drivers respond to prevailing traffic state and control settings and seek the quickest route toward their destinations. The proposed control system is implemented and tested over different scenario settings including a real life scenario in Central London, UK. The study reveals that the proposed system could coverage to a performance similar to its centralized counterpart with the routing algorithm even under congested conditions. This highlights the potential of decentralized control with effective travel guidance in cooperative traffic management.
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页码:1697 / 1704
页数:8
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