Using probe data to estimate OD matrices

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC

Volumn , Issue , 2004, Pages 291-296

  Eisenman, Stacy M ^a   List, George F ^b  

^a UNIVERSITY OF MARYLAND   (United States)

^b RENSSELAER POLYTECHNIC INSTITUTE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ERRORS; ESTIMATION; FUNCTIONS; HEURISTIC METHODS; PROBABILITY DENSITY FUNCTION; PROBLEM SOLVING; SPURIOUS SIGNAL NOISE;

MULTI-VARIATE PROBABILITY DENSITY FUNCTIONS; ORIGIN-DESTINATION (OD) MATRICES; PROBE DEVICES; RANDOM VARIABLES;

MATRIX ALGEBRA;

EID: 13344280963     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (25)

1. Crainic, T., G. Dufor, M. Florian, D. Larin, and Z. Leve, "Demand Matrix Adjustment for Multimodal Freight Networks" Working Paper, Center for Transportation Research, University of Montreal, Montreal, PQ, Canada, 2000.
2. Robillard, P. "Estimating the O-D Matrix from Observed Link Volumes," Transportation Research, Vol. 9, 1975, pp. 123-128.
3. Turnquist, M. A., and Y. Gur, "Estimation of Trip Tables from Observed Link Volumes," Trans-portation Research Record 730, TRB, National Research Council, Washington, DC, 1979, pp. 1-6.
4. Van Zuylen, H. J., and L. G. Willumsen, "The Most Likely Trip Matrix Estimated from Traffic Counts," Transportation Research, Vol. 14B, 1980, pp. 281-293.
5. Wilson, A. G. "Entropy in Urban and Regional Modeling" Pion, London, 1970.
6. Van Zuylen, J. H., and D.M. Branston, "Consistent Link Flow Estimation from Counts," Transportation Research, Vol. 16B, 1982, pp. 473-476.
7. Fisk, C. S., and B.E. Boyce, "A Note on Trip Matrix Estimation from Traffic Count Data," Transportation Research, Vol. 17B, 1983, pp. 245-250.
8. Bell, M. G. H. "The Estimation of an Origin-Destination Matrix from Traffic Counts," Transportation Science, Vol. 17, 1983, pp. 198-217.
9. Bell, M. G. H. "Log-linear Models for the Estimation of Origin-Destination Matrices from Traffic Counts," Ninth International Symposium on Transportation and Traffic Theory, VNU Science Press, Utrecht, Netherlands, 1984, pp. 451-469.
10. Willumsen, L. G. "OD matrices from network data: a comparison of alternative methods for their estimation," Procedings of the PTRC Summer Annual Meeting: 1978 Seminar in Transport Models. PTRC Education Research Services Ltd., London, Great Britain.
11. Willumsen, L. G. "Estimating Time Dependent Trip Matrices from Traffic Counts," Ninth International Symposium on Transportation and Traffic Theory, VNU Science Press, Utrecht, The Netherlands, 1984, pp. 397-411.
12. Brenninger-Gothe, M., K.O. Jornsten, and J.T. Lundgren, "Estimation of Origin-Destination Matrices from Traffic Counts Using Multiobjective Formulations," Transportation Research, Vol. 23B, 1989, pp. 257-269.
13. Spiess, H. "A Maximum Likelihood Model for Estimating Origin-Destination Matrices," Transportation Research, Vol. 21B, 1987, pp. 395-412.
14. Logie, Miles and Al Hynd, "MVESTM Matrix Estimation.," Traffic Engineering and Control, Vol. 31, 1990, pp. 534-546.
15. Heydecker, B. G., N. Q. Verlander, J. D. Bolland, and Y. Arezki., "Improved Matrix Estimation Under Congested Conditions," Traffic Engineering and Control, Vol. 36, 1995, pp. 667-672.
16. Yang, Hai, Yasunori Iida, and Tsuna Sasaki, "Analysis of the Reliability of an Origin-Destination Trip Matrix Estimated from Traffic Counts," Transportation Research, Vol. 25B, 1991, pp. 351-363.
17. Cho, S., and J.E. Moore, "Improved user equilibrium based method for estimating trip tables," Journal of Transportation Engineering, Vol. 126, No. 6, 2000, pp. 492-497.
18. Carey, M., C. Hendrickson, and K. Siddarthan, "A Method for Estimation of Origin/Destination Trip Matrices," Transportation Science, Vol. 15, 1981, pp. 32-49.
19. Maher, M. J. "Inferences on Trip Matrices from Observations on Link Volumes: A Bayesian Statistical Approach," Transportation Research,Vol. 17B, 1983, pp. 435-447.
20. Cascetta, E. "Estimation of Trip Matrices from Traffic Counts and Survey Data: A Generalized Least Squares Estimator," Transportation Research, Vol.18B, 1984, pp. 289-299.
21. McNeil, S., and C. Hendrickson, "A Regression Formulation of the Matrix Estimation Problem," Transportation Science, Vol. 19, 1985, pp. 278-292.
22. List, G.F., L.A. Konieczny, C.L. Durnford, and V. Papayanoulis, "Best-Practice Truck-Flow Estimation Model for the New York City Region," Transportation Research Record 1790, pp 97-103, August, 2002.
23. Abrahamsson, T. "Estimation of Origin-Destination Matrices Using Traffic Counts - A Literature Survey," International Institute for Applied Systems Analysis, IR-98-021 /May, 1998.
24. Nanthawichit, C., T. Nakatsuji, and H. Suzuki, "Application of Probe Vehicle Data for Real-Time Traffic State Estimation and Short-Term Travel Time Prediction on a Freeway," Transportation Research Board, 2003.
25. CITE Training On-line: Web-Based Transportation Courses, "ITS Systems", ATMS Tools Module. [Online] Available: http://www.citeconsortium.org/curriculum.html, 2003.