Innovative real-time methodology for detecting travel time outliers on interstate highways and urban arterials

Transportation Research Record

Volumn , Issue 2256, 2011, Pages 60-67

  Van Boxel, Dan ^a   Schneider, William H ^a   Bakula, Casey ^a  

^a University of Akron   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BLUETOOTH; EFFICIENCY; REAL TIME SYSTEMS; STATISTICS; URBAN TRANSPORTATION;

BLUETOOTH DEVICE; DATA COLLECTION SYSTEM; DATAPOINTS; REAL- TIME; STATISTICAL METHODOLOGIES; TRAFFIC PATTERN; TRANSPORTATION ENGINEERS; TRAVEL TIME DATA; TRAVEL-TIME; VEHICLE SPEED;

TRAVEL TIME;

EID: 84857013048     PISSN: 03611981     EISSN: None     Source Type: Journal    
DOI: 10.3141/2256-08     Document Type: Article

References (15)

1. Specification of the Bluetooth System. Core, Version 4.0 Specifica-tion Documents. Bluetooth Special Interest Group, 2009. http://www. Bluetooth.com. Accessed Jan. 22, 2010.
2. Pasolini, G., and R. Verdone. Bluetooth for ITS? Proc., 5th Interna-tional Symposium on Wireless Personal Multimedia Communications, Vol. 1, 2002, pp. 315-317.
3. Wasson, J., J. Sturdevant, and D. Bullock. Real-Time Travel Time Estimate Using Media Access Control Address Matching. ITE Journal, Vol. 78, No. 6, 2008, pp. 20-23.
4. Ahmed, H., M. El-Darieby, Y. Morgan, and B. Abdulhai. A Wireless Mesh Network-Based Platform for ITS. Proc., Vehicular Technology Conference Spring 2008, IEEE Vehicular Technology Society, New York, 2008, pp. 3047-3051.
5. Barceló, J., L. Montero, L. Marqués, and C. Carmona. Travel Time Forecasting and Dynamic Origin-Destination Estimation for Freeways Based on Bluetooth Traffic Monitoring. In Transportation Research Record: Journal of the Transportation Research Board,No. 2175, Trans-portation Research Board of the National Academies, Washington, D.C., 2010, pp. 19-27.
6. Haghani, A., M. Hamedi, K. F. Sadabadi, S. Young, and P. Tarnoff. Data Collection of Freeway Travel Time Ground Truth with Bluetooth Sensors. In Transportation Research Record: Journal of the Transportation Research Board,No. 2160, Transportation Research Board of the National Academies, Washington, D.C., 2010, pp. 60-68.
7. Quayle, S. M., P. Koonce, D. DePencier, and D. M. Bullock. Arterial Performance Measures with Media Access Control Readers: Portland, Oregon, Pilot Study. In Transportation Research Record: Journal of the Transportation Research Board,No. 2192, Transportation Research Board of the National Academies, Washington, D.C., 2010, pp.185-193.
8. Haseman, R. J., J. S. Wasson, and D. M. Darcy. Real-Time Measurement of Travel Time Delay in Work Zones and Evaluation Metrics Using Bluetooth Probe Tracking. In Transportation Research Record: Jour-nal of the Transportation Research Board, No. 2169, Transportation Research Board of the National Academies, Washington, D.C., 2010, pp. 40-53.
9. O'Neill, E., V. Kostakos, T. Kindberg, A. Fatah gen. Schiek, A. Penn, D. Stanton Fraser, and T. Jones. Instrumenting the City: Developing Methods for Observing and Understanding the Digital Cityscape. Proc., Eighth International Conference on Ubiquitous Computing, 2006, pp. 315-332. http://www.cs.bath.ac.uk/ pervasive/publications/ubicomp06.pdf. (Pubitemid 44618980)
10. Greenshields, B. D. A Study of Traffic Capacity. Highway Research Board Proceedings, Vol. 14, 1935, pp. 448-477.
11. Rousseeuw, P. J., and A. M. Leroy. Robust Regression and Outlier Detection. John Wiley & Sons, Inc., New York, 1987.
12. Roger, K., and K. Hallock. Quantile Regression. Journal of Economic Perspectives, Vol. 15, No. 4, 2001.
13. Washington, S., M. Karlaftis, and F. Mannering. Statistical and Econo-metric Methods for Transportation Data Analysis. CRC Press, Boca Raton, Fla., 2003.
14. Shapiro, S. S., and M. B. Wilk. An Analysis of Variance Test for Nor-mality (Complete Samples). Biometrika, Vol. 52, No. 3-4, 1965, p. 591.
15. Garber, N., and L. Hoel. Traffic and Highway Engineering, 3rd ed. PWS Publishing Company, Boston, Mass., 2001.