Adaptive Control Strategies for Urban Network Traffic via a Decentralized Approach With User-Optimal Routing
被引:32
作者:
Chow, Andy H. F.
论文数: 0引用数: 0
h-index: 0
机构:
City Univ Hong Kong, Dept Architecture & Civil Engn, Hong Kong, Peoples R ChinaCity Univ Hong Kong, Dept Architecture & Civil Engn, Hong Kong, Peoples R China
Chow, Andy H. F.
[1
]
Sha, Rui
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h-index: 0
机构:
UCL, Ctr Transport Studies, London WC1E 6BT, EnglandCity Univ Hong Kong, Dept Architecture & Civil Engn, Hong Kong, Peoples R China
Sha, Rui
[2
]
Li, Ying
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h-index: 0
机构:
Changan Univ, Sch Informat Engn, Xian 710064, Peoples R ChinaCity Univ Hong Kong, Dept Architecture & Civil Engn, Hong Kong, Peoples R China
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
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.
机构:
UCL, Ctr Transport Studies, London WC1E 6BT, England
UCL, SpaceTime Lab, London WC1E 6BT, EnglandUCL, Ctr Transport Studies, London WC1E 6BT, England
Chow, Andy H. F.
Santacreu, Alex
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h-index: 0
机构:
Transport London, London SE1 8NT, EnglandUCL, Ctr Transport Studies, London WC1E 6BT, England
Santacreu, Alex
Tsapakis, Ioannis
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h-index: 0
机构:
Texas A&M Univ, Texas Transportat Inst, San Antonio, TX 78213 USAUCL, Ctr Transport Studies, London WC1E 6BT, England
Tsapakis, Ioannis
Tanasaranond, Garavig
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h-index: 0
机构:
UCL, SpaceTime Lab, London WC1E 6BT, EnglandUCL, Ctr Transport Studies, London WC1E 6BT, England
Tanasaranond, Garavig
Cheng, Tao
论文数: 0引用数: 0
h-index: 0
机构:
UCL, SpaceTime Lab, London WC1E 6BT, EnglandUCL, Ctr Transport Studies, London WC1E 6BT, England
机构:
UCL, Ctr Transport Studies, London WC1E 6BT, England
UCL, SpaceTime Lab, London WC1E 6BT, EnglandUCL, Ctr Transport Studies, London WC1E 6BT, England
Chow, Andy H. F.
Santacreu, Alex
论文数: 0引用数: 0
h-index: 0
机构:
Transport London, London SE1 8NT, EnglandUCL, Ctr Transport Studies, London WC1E 6BT, England
Santacreu, Alex
Tsapakis, Ioannis
论文数: 0引用数: 0
h-index: 0
机构:
Texas A&M Univ, Texas Transportat Inst, San Antonio, TX 78213 USAUCL, Ctr Transport Studies, London WC1E 6BT, England
Tsapakis, Ioannis
Tanasaranond, Garavig
论文数: 0引用数: 0
h-index: 0
机构:
UCL, SpaceTime Lab, London WC1E 6BT, EnglandUCL, Ctr Transport Studies, London WC1E 6BT, England
Tanasaranond, Garavig
Cheng, Tao
论文数: 0引用数: 0
h-index: 0
机构:
UCL, SpaceTime Lab, London WC1E 6BT, EnglandUCL, Ctr Transport Studies, London WC1E 6BT, England