Data-driven algorithms for real-time adaptive tuning of offsets in coordinated traffic signal systems

Douglas Gettman, Steven G. Shelby, Larry Head, Darcy M. Bullock, Nils Soyke

Research output: Chapter in Book/Report/Conference proceedingChapter

31 Scopus citations

Abstract

A real-time adaptive control algorithm for tuning traffic signal offsets in a coordinated traffic signal system is presented. The algorithm described here is used in the Adaptive Control Software-Lite (ACS-Lite) adaptive control system. The algorithm uses a statistical average flow profile of traffic on the coordinated approaches to an intersection to assess when vehicles are arriving during the signal cycle. Alternative offset adjustments are evaluated by calculating how much of this flow profile is being captured by the green phase serving each coordinated approach. The algorithm considers the impact of the offset adjustment on traffic at the local intersection as well as on traffic at adjacent intersections that are also under ACS-Lite control. Simulation tests have quantitatively shown that this tuning approach can improve arterial progression performance relative to the quality of the initial baseline fixed offsets used in a traffic pattern. Several issues and areas for improvement of the algorithm are also identified and discussed.

Original languageEnglish (US)
Title of host publicationTraffic Signal Systems and Regional Transportation Systems Management
Pages1-9
Number of pages9
Edition2035
DOIs
StatePublished - Dec 1 2007

Publication series

NameTransportation Research Record
Number2035
ISSN (Print)0361-1981

ASJC Scopus subject areas

  • Civil and Structural Engineering
  • Mechanical Engineering

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    Gettman, D., Shelby, S. G., Head, L., Bullock, D. M., & Soyke, N. (2007). Data-driven algorithms for real-time adaptive tuning of offsets in coordinated traffic signal systems. In Traffic Signal Systems and Regional Transportation Systems Management (2035 ed., pp. 1-9). (Transportation Research Record; No. 2035). https://doi.org/10.3141/2035-01