Measuring traffic

Statistical Science

Volumn 22, Issue 4, 2007, Pages 581-597

  Bickel, Peter J ^a   Chen, Chao ^b   Kwon, Jaimyoung ^c   Rice, John ^a   Van Zwet, Erik ^d   Varaiya, Pravin ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b TFS Capital   (United States)

^c CALIFORNIA STATE UNIVERSITY   (United States)

^d LEIDEN UNIVERSITY   (Netherlands)

Author keywords

ATTS; Freeway loop data; Malfunction detection; Speed estimation

Indexed keywords

EID: 49749123900     PISSN: 08834237     EISSN: None     Source Type: Journal    
DOI: 10.1214/07-STS238     Document Type: Article

References (30)

1. CHEN, C., KWON, J., RICE, J., SKABARDONIS, A. and VARAIYA, P. (2003). Detecting errors and imputing missing data for single loop surveillance systems. Transportation Research Record no. 1855, Transportation Research Board 160-167.
2. CLEVELAND, W. S. (1979). Robust locally weighted regression and smoothing scatterplots. J. Amer. Statist. Assoc. 74 829-836. MR0556476
3. COIFMAN, B. A. (2001). Improved velocity estimation using single loop detectors. Transportation Research A 35 863-880.
4. CORSIM. http://www-mctrans.ce.ufl.edu/featured/TSIS/Version5/corsim.htm.
5. DAILEY, D. J. (1999). A statistical algorithm for estimating speed from single loop volume and occupancy measurements. Transportation Research B 33 313-322.
6. DOUGHERTY, M. S. and COBBETT, M. R. (1997). Short-term inter-urban traffic forecasts using neural networks. International J. Forecasting 13 21-31.
7. DYNASMART. http://www.dynasmart.com/.
8. HALL, F. L. and PERSAUD, B. N. (1989). Evaluation of speed estimates made with single-detector data from freeway traffic management systems. Transportation Research Record 1232 9-16.
9. HASTIE, T. and TIBSHIRANI, R. (1993). Varying-coefficient models (with, discussion). J. Roy. Statist. Soe. Ser. B 55 757-796. MR1229881
10. HELBING, D. (2001). Traffic and related self-driven many-particle systems. Rev. Mod. Phys. 73 10671141.
11. JACOBSON, L., NIHAN, N. and BENDER, J. (1990). Detecting erroneous loop detector data in a freeway traffic management system. Transportation Research Record 1287 151-166.
12. JIA, Z., CHEN, C., COIFMAN, B. A. and VARAIYA, P. P. (2001). The PeMS algorithms for accurate, real-time estimates of g-factors and speeds from single-loop detectors. Intelligent Transportation Systems. Proceedings IEEE 536-541.
13. KAMARIANAKIS, Y. and POULICOS, P. (2005). Space-time modeling of traffic flow. Computers and Geosciences 31 119-133.
14. MARDIA, K. V., KENT, J. T. and BIBBY, S. M. (1979). Multivariate Analysis. Academic Press, London.
15. NIKOVSKI, D., NISHIUMA, N., GOTO, Y. and KUMAZAWA, H. (2005). Univariate short term prediction of road travel times. International IEEE Conference on Intelligent Transportation Systems 1074-1079.
16. PAPAGEORGIOU, M. (1983). Applications of Automatic Control Concepts to Traffic Flow Modeling and Control. Springer, Berlin. MR0716500
17. PAPAGEORGIOU, M., BLOSEVILLE, J.-M. and HADJ-SALEN, H. (1990). Modelling and real-time control of traffic on the southern part of Boulevard Peripherique in Paris - Parts I: Modelling, and II: Coordinated on-ramp metering. Transportation Research A 24 345-370.
18. PARAMICS. http://www.paramics.com/.
19. PAYNE, H. J., HELFENBEIN, E. D. and KNOBEL, H. C. (1976). Development and testing of incident detection algorithms. Technical Report FHWA-RD-76-20, Federal Highway Administration.
20. PETTY, K. F., BICKEL, P. J., JIANG, J., OSTLAND, M., RICE, J., RITOV, Y. and SCHOENBERG, F. (1998). Accurate estimation of travel times from single-loop detectors. Transportation Research A 32 1-17.
21. PUSHKAR, A., HALL, F. L. and ACHA-D AZA, J. A. (1994). Estimation of speeds from single-loop freeway flow and occupancy data using cusp catastrophe theory model. Transportation Research Record 1457 149-157.
22. RICE, J. and VAN ZWET, E. (2004). A simple and effective method for predicting travel times on freeways. IEEE Transactions on Intelligent Transportation Systems 5 200-207.
23. STATHOPOULIS, A. and KARLAFTIS, M. G. (2003). A multivariate state space approach for urban traffic flow modeling and prediction. Transportation Research C 11 121-135.
24. TRANSIMS. http://transims.tsasa.lanl.gov/.
25. TRANSYT. http://www.trlsoftware.co.uk/products/detail.asp?aid=4&c= 2&pid=66.
26. VAN LINT, J. W. C. and HOOGENDOORN, S. P. (2002). Freeway travel time prediction with state-space neural networks. In 81st Annual Transportation Research Board Meeting.
27. YU, N., ZHANG, H. M. and LEE, D.-H. (2004). Models and algorithms for the traffic assignment problem with link capacity constraints. Transportation Research B 38 285-312.
28. WANG, Y. and NIHAN, N. (2000). Freeway traffic speed estimation with single loop outputs. Transportation Research Record 1727 120-126.
29. VISSIM. http://www.trafficgroup.com/serv.ices/vissim.html.
30. ZHANG, X. and RICE, J. (2003). Short-term, travel time prediction using a time-varying coefficient linear model. Transportation Research C 11 187-210.