Estimation of time-dependent intersection turning proportions for urban signal controls

Shou-Ren Hu, Han Tsung Liou

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

4 Citations (Scopus)

Abstract

To implement an adequate adaptive traffic signal control strategy, one of the critical components is the reliable estimates of intersection turning proportions. However, in practice link traffic counts are not sufficient to provide desirable turning proportion estimates at an intersection due to the underdetermined problem and it needs to further consider other auxiliary data sources to improve the estimation accuracy. Based on a traffic flow model, a nonlinear least squares estimate model is proposed to integrate link flow information from vehicle detectors (VDs) and partial turning flow information from video sensors to solve the turning proportion estimation problem. Using the simulation tool, DYNASMART-P, as a test platform, the test results indicate that heterogeneous data resources are better than single source, and this framework has potentials to feedback to an on/off-line adaptive traffic signal control.

Original languageEnglish
Title of host publication2012 12th International Conference on ITS Telecommunications, ITST 2012
Pages124-128
Number of pages5
DOIs
Publication statusPublished - 2012 Dec 1
Event2012 12th International Conference on ITS Telecommunications, ITST 2012 - Taipei, Taiwan
Duration: 2012 Nov 52012 Nov 8

Publication series

Name2012 12th International Conference on ITS Telecommunications, ITST 2012

Other

Other2012 12th International Conference on ITS Telecommunications, ITST 2012
CountryTaiwan
CityTaipei
Period12-11-0512-11-08

Fingerprint

Traffic signals
Detectors
Feedback
Sensors

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications

Cite this

Hu, S-R., & Liou, H. T. (2012). Estimation of time-dependent intersection turning proportions for urban signal controls. In 2012 12th International Conference on ITS Telecommunications, ITST 2012 (pp. 124-128). [6425148] (2012 12th International Conference on ITS Telecommunications, ITST 2012). https://doi.org/10.1109/ITST.2012.6425148
Hu, Shou-Ren ; Liou, Han Tsung. / Estimation of time-dependent intersection turning proportions for urban signal controls. 2012 12th International Conference on ITS Telecommunications, ITST 2012. 2012. pp. 124-128 (2012 12th International Conference on ITS Telecommunications, ITST 2012).
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Hu, S-R & Liou, HT 2012, Estimation of time-dependent intersection turning proportions for urban signal controls. in 2012 12th International Conference on ITS Telecommunications, ITST 2012., 6425148, 2012 12th International Conference on ITS Telecommunications, ITST 2012, pp. 124-128, 2012 12th International Conference on ITS Telecommunications, ITST 2012, Taipei, Taiwan, 12-11-05. https://doi.org/10.1109/ITST.2012.6425148

Estimation of time-dependent intersection turning proportions for urban signal controls. / Hu, Shou-Ren; Liou, Han Tsung.

2012 12th International Conference on ITS Telecommunications, ITST 2012. 2012. p. 124-128 6425148 (2012 12th International Conference on ITS Telecommunications, ITST 2012).

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

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Hu S-R, Liou HT. Estimation of time-dependent intersection turning proportions for urban signal controls. In 2012 12th International Conference on ITS Telecommunications, ITST 2012. 2012. p. 124-128. 6425148. (2012 12th International Conference on ITS Telecommunications, ITST 2012). https://doi.org/10.1109/ITST.2012.6425148