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Title:

Incident Detection Based on Microscopic Double Loop Detector Data

Accession Number:

01049567

Record Type:

Component

Availability:

Transportation Research Board Business Office

500 Fifth Street, NW
Washington, DC 20001 United States

Abstract:

Quick and reliable detection of incidents is of great importance for incident management. In this paper we assess if individual vehicle data gathered by double loop detectors can be used for the purpose of incident detection. To achieve this, loop detector data for a large number of neighboring detectors on three different Dutch freeways for two months in 2005 have been collected. Furthermore, a database is available that contains information about all reported incidents on the considered freeways. Using these data, first of all we verify if we can identify lane and traffic regime specific upperbounds for time headways under normal conditions such that a single headway exceeding these values can be used as an indicator for an incident. Second of all, we test if it is possible to detect an incident on the basis of changes in headway distributions. A similar analysis is carried out for the speeds at which individual vehicles pass a detector. The results show that it is possible to define useful upperbounds for the time headways, that can be used for incident detection, given that the traffic volume is larger than 900 veh./hour/lane. Also in comparing the headway and speed distributions under normal and incident conditions, we find clear differences between both conditions. Based on the data analysis we propose three incident detection methods using headway measurements. One method is based on upperbounds for time headways, and the other two are based on headway distributions. We find promising results in testing and cross-comparing these methods.

Monograph Accession #:

01042056

Report/Paper Numbers:

07-0744

Language:

English

Corporate Authors:

Transportation Research Board

500 Fifth Street, NW
Washington, DC 20001 United States

Authors:

Ossen, Saskia
Hoogendoorn, Serge P
Alkim, Tom
Knibbe, Willem Jan

Pagination:

14p

Publication Date:

2007

Conference:

Transportation Research Board 86th Annual Meeting

Location: Washington DC, United States
Date: 2007-1-21 to 2007-1-25
Sponsors: Transportation Research Board

Media Type:

CD-ROM

Features:

Figures (1) ; References (7) ; Tables (2)

Uncontrolled Terms:

Geographic Terms:

Subject Areas:

Highways; Operations and Traffic Management; Planning and Forecasting; I72: Traffic and Transport Planning

Source Data:

Transportation Research Board Annual Meeting 2007 Paper #07-0744

Files:

TRIS, TRB

Created Date:

Feb 8 2007 5:19PM