JOURNAL ARTICLE

Empirical assessment of urban traffic congestion

Andy H.F. ChowAlex SantacreuIoannis TsapakisGaravig TanasaranondTao Cheng

Year: 2013 Journal:   Journal of Advanced Transportation Vol: 48 (8)Pages: 1000-1016   Publisher: Hindawi Publishing Corporation

Abstract

SUMMARY This paper presents an empirical assessment of urban traffic congestion in Central London, UK. Compared with freeways or motorways, urban networks are relatively less studied because of its complexity and availability of required traffic data. This paper introduces the use of automatic number plate recognition technology to analyze the characteristic of urban traffic congestion in Central London. We also present the use of linear regression to diagnose the observed congestion and attribute them to different causes. In particular, we distinguish the observed congestion into two main components: one due to recurrent factors and the other due to nonrecurrent factors. The methodologies are illustrated through a case study of Central London Area. It is found that about 15% of the observed congestion in the region is due to nonrecurrent factors such as accidents, roadwork, special events, and strikes. Given the significance of London, the study will be valuable for transport policy evaluation and appraisal in other global cities. Copyright © 2013 John Wiley & Sons, Ltd.

Keywords:
Traffic congestion Transport engineering Traffic congestion reconstruction with Kerner's three-phase theory Computer science Empirical research Regression analysis Operations research Statistics Engineering Mathematics Machine learning

Metrics

93
Cited By
6.48
FWCI (Field Weighted Citation Impact)
12
Refs
0.96
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Traffic Prediction and Management Techniques
Physical Sciences →  Engineering →  Building and Construction
Human Mobility and Location-Based Analysis
Social Sciences →  Social Sciences →  Transportation
Transportation Planning and Optimization
Social Sciences →  Social Sciences →  Transportation

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