Technical Papers
Jan 27, 2016

Measuring Intersection Performance from Bluetooth-Based Data Utilized for Travel Time Data Collection

Publication: Journal of Transportation Engineering
Volume 142, Issue 5

Abstract

Multiple applications of travel time data collection based on the reading of time-stamped media access control (MAC) addresses from Bluetooth-enabled devices have been reported in the literature, and commercial data collection units (DCUs) have been developed and deployed. One characteristic of Bluetooth-based travel time data obtained for travel time sample-generation purposes is that a MAC address is typically read multiple times as a vehicle containing the Bluetooth device travels within the length of road covered by the DCU’s antenna. Such data records of the same MAC address will have different timestamps and received signal strength levels. If the DCUs are installed at arterial intersections to collect travel time samples, this characteristic of MAC address data collection may also be used as the basis for estimating intersection performance. In this research, the use of the time/duration information present in the MAC address data to estimate intersection performance measures is investigated. Estimates of average control delay and approach delay are computed for a real intersection and are shown to track well with intersection-to-intersection travel times.

Get full access to this article

View all available purchase options and get full access to this article.

Acknowledgments

This research was funded by the Oregon Department of Transportation Research (ODOT) Section and the Oregon Transportation Research and Education Consortium. We would like to thank Galen McGill, Barnie Jones, and June Ross of ODOT for their assistance and support of this research.

References

Hagani, A., Masoud, H., Kaveh, F. S., Young, S., and Tarnoff, P. (2010). “Freeway travel time ground truth data collection using Bluetooth sensors.” Transportation Research Board of the National Academics, Washington, DC.
Hoeschen, B., Bullock, D., and Schlappi, M. (2005). “Estimation intersection control delay using large data sets of travel time from a global positioning system.” Transp. Res. Rec., 1917, 18–27.
Malinovskiy, Y., Wu, Y., Wang, Y., and Lee, U. (2010). “Field experiments on Bluetooth-based travel time data collection.” Transportation Research Board of the National Academics, Washington, DC.
Puckett, D. D., and Vickich, M. J. (2010). “Bluetooth-based travel time/speed measuring systems development.”, Texas Transportation Institute, College Station, TX.
Quayle, S. M., and Koonce, P. (2010). “Arterial performance measures using MAC readers: Portland’s experience.” NATMEC Conf., Transportation Research Board, Washington, DC.
Quayle, S. M., Koonce, P., DePencier, D., and Bullock, D. (2010). “Arterial performance measures using MAC readers: Portland pilot study.” Transportation Research Board of the National Academics, Washington, DC.
Quiroga, C. A., and Bullock, D. (1999). “Measuring control delay at signalized intersections.” J. Transp. Eng., 271–280.
Saeedi, A., Park, S., Kim, S. D., and Porter, J. D. (2013). “Improving the accuracy and precision of travel time samples collected at signalized arterial roads using bluetooth sensors.” Transp. Res. Rec., 2380, 90–98.
Sharma, A., Bullock, M. D., and Bonneson, A. J. (2007). “Input-output and hybrid techniques for real-time prediction of delay and maximum queue length at signalize intersections.” Transp. Res. Rec., 2035, 69–80.
TRB (Transportation Research Board). (2000). Highway capacity manual, National Research Council, Washington, DC.
Tsubota, T., Bhaskar, A., Chung, E., and Billot, R. (2011). “Arterial traffic congestion analysis using bluetooth duration data.” Australasian Transport Research Forum 2011 Proc., South Australian Dept. for Transport, Energy and Infrastructure, Univ. of South Australia, Adelaide, SA, Australia.
Wasson, J. S., Sturdevant, R. J., and Bullock, D. M. (2008). “Real-time travel time estimates using media access control address matching.” ITE J., 78(6), 20–23.

Information & Authors

Information

Published In

Go to Journal of Transportation Engineering
Journal of Transportation Engineering
Volume 142Issue 5May 2016

History

Received: Jul 23, 2015
Accepted: Oct 30, 2015
Published online: Jan 27, 2016
Published in print: May 1, 2016
Discussion open until: Jun 27, 2016

Permissions

Request permissions for this article.

Authors

Affiliations

SeJoon Park [email protected]
Assistant Professor, Dept. of Industrial and Management Engineering, Myongji Univ., 116 Myongji-Ro, Cheoin-Gu, Yongin-Si, Gyeonggi-Do 449-728, Korea. E-mail: [email protected]
Amirali Saeedi [email protected]
Program Manager II, Enterprise Cloud Mobility Group, One Microsoft Way, Microsoft Corporation, Building No. 40, Redmond, WA 98052. E-mail: [email protected]
David S. Kim [email protected]
Professor, School of Mechanical, Industrial and Manufacturing Engineering, Oregon State Univ., 204 Rogers Hall, Corvallis, OR 97331 (corresponding author). E-mail: [email protected]
J. David Porter [email protected]
Associate Professor, School of Mechanical, Industrial and Manufacturing Engineering, Oregon State Univ., 204 Rogers Hall, Corvallis, OR 97331. E-mail: [email protected]

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

Cited by

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share