DATA DRIVEN ADAPTIVE TRAFFIC SIMULATION OF AN EXPRESSWAY

被引：0

作者：

Sunderrajan, Abhinav ^{[1
]}

Viswanathan, Vaisagh ^{[1
]}

Cai, Wentong ^{[2
]}

Knoll, Alois ^{[3
]}

机构：

[1] TUM CREATE Ltd, 1 CREATE Way, Singapore 138602, Singapore

[2] Nanyang Technol Univ, Sch Comp Sci & Engn, Nanyang Ave, Singapore 639798, Singapore

[3] Tech Univ Munich, Dept Informat, Robot & Embedded Syst Grp, Boltzmannstr 3, D-85748 Garching, Germany

来源：

2016 WINTER SIMULATION CONFERENCE (WSC) | 2016年

基金：

新加坡国家研究基金会;

关键词：

NETWORKS; MODEL;

D O I：

暂无

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

Ubiquitous data from a variety of sources such as smart phones, vehicles equipped with GPS receivers and fixed sensors makes it an exciting time for the implementation of several Advanced Traffic Information and Management Systems (ATMS). Leveraging this data for current traffic state estimation along with short term predictions of traffic flow can have far reaching implications for the next generation of Intelligent Transportation Services (ITS). In this paper, we present our proof-of-concept of such a data driven traffic simulation for the short term prediction and control of traffic flow by simulating a real world expressway through dynamic ramp-metering.

引用

页码：1194 / 1205

页数：12

共 20 条

[1]

[Anonymous], 2009, GLOBAL OPTIMIZATION

[2]

[Anonymous], 350 SCHLOSS DAGST

[3]

Aydt H., 2012, Proceedings of the 2012 Winter Simulation Conference, P1

[4]

Aydt H., 2013, ASIASIM 2013, P1

[5] A compositional stochastic model for real time freeway traffic simulation [J].

Boel, R ;

Mihaylova, L .

TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2006, 40 (04) :319-334

[6]

Bogenberger Klaus., 1999, California Partners for Advanced Transit and Highways (PATH)

[7] DDDAMS-based Dispatch Control in Power Networks [J].

Celik, Nurcin ;

Thanos, Aristotelis E. ;

Saenz, Juan P. .

2013 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE, 2013, 18 :1899-1908

[8] THE CELL TRANSMISSION MODEL - A DYNAMIC REPRESENTATION OF HIGHWAY TRAFFIC CONSISTENT WITH THE HYDRODYNAMIC THEORY [J].

DAGANZO, CF .

TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 1994, 28 (04) :269-287

[9]

Darema F, 2004, LECT NOTES COMPUT SC, V3038, P662

[10] DDDAS approaches to wildland fire modeling and contaminant tracking [J].

Douglas, Craig C. ;

Lodder, Robert A. ;

Beezley, Jonathan D. ;

Mandel, Jan ;

Ewing, Richard E. ;

Efendiev, Yalchin ;

Qin, Guan ;

Iskandarani, Mohamed ;

Coen, Janice ;

Vodacek, Anthony ;

Kritz, Mauricio ;

Haase, Gundolf .

PROCEEDINGS OF THE 2006 WINTER SIMULATION CONFERENCE, VOLS 1-5, 2006, :2117-+

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