Flexible and efficient model-based congestion detection approach

Zeroual Abdelhafid, Fouzi Harrou, Ying Sun

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Abstract

This paper addresses the problem of road traffic congestion detection. We propose an effective approach to detect traffic congestion by combining the piecewise switched linear traffic (PWSL) and Shewhart control scheme. This approach uses PWSL model to describe the evolution of traffic density, and Shewhart chart to detect traffic congestions based on residuals obtained from PWSL model. The PWSL-Shewhart approach is evaluated using traffic data from the four-lane State Route 60 (SR-60) freeway in California. Results indicate that our approach accomplished reliable detection of traffic congestion.
Original languageEnglish (US)
Title of host publication2018 6th International Conference on Control Engineering & Information Technology (CEIT)
PublisherInstitute of Electrical and Electronics Engineers (IEEE)
ISBN (Print)9781538676417
DOIs
StatePublished - Oct 2018

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