Estimation of Truck Traffic Volume from Single Loop Detectors with Lane-to-Lane Speed Correlation

Transportation Research Record

Volumn , Issue 1856, 2003, Pages 106-117

  Kwon, Jaimyoung ^a   Varaiya, Pravin ^b   Skabardonis, Alexander ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DATA ACQUISITION; EXTRAPOLATION; HIGHWAY SYSTEMS; IMAGE ANALYSIS; PARAMETER ESTIMATION; SAMPLING; TRUCKS;

AUTOMATIC VEHICLE CLASSIFIER (AVC); LANE-TO-LANE SPEED CORRELATION; SINGLE LOOP DETECTORS; TRUCK TRAFFIC VOLUME; WEIGH IN MOTION (WIM);

TRAFFIC SURVEYS;

EID: 2142815796     PISSN: 03611981     EISSN: None     Source Type: Journal    
DOI: 10.3141/1856-11     Document Type: Conference Paper

References (14)

1. Traffic Monitoring Guide, 3rd ed. FHWA, Washington, DC. 1995.
2. Annual Average Daily Truck Traffic on the California State Highway System. California Department of Transportation, Sacramento, 2000.
3. Nihan, N. L., X. Zhang, and Y. Wang. Evaluation of Dual-Loop Data Accuracy Using Video Ground Truth Data. Research Report TNW2002-02. University of Washington, Seattle, March 2002.
4. Weinblatt, H. Using Seasonal and Day-of-Week Factoring to Improve Estimates of Track Vehicle Miles Traveled. In Transportation Research Record 1522, TRB, National Research Council, Washington, D.C., 1996, pp. 1-8.
5. Sharma, S. C., B. M. Gulati, and S. Rizak. Statewide Traffic Volume Studies and Precision of Annual Average Daily Traffic Estimates. Journal of Transportation Engineering, Vol. 122, No. 6, 1996, pp. 430-439.
6. Sharma, S. C., G. X. Liu, and S. Thomas. Sources of Error in Estimating Truck Traffic from Automatic Vehicle Classification Data. Journal of Transportation and Statistics, Vol. 1, No. 3, 1998, pp. 89-93.
7. Coifman, B., D. Lyddy, and A. Skabardonis. The Berkeley Highway Laboratory: Building on the I-880 Field Experiment. Proc., IEEE Intelligent Transportation Systems Conference, IEEE, Piscataway, N.J., 2000, pp. 5-10.
8. Chen, C., K. Petty, A. Skabardonis, P. Varaiya, and Z. Jia. Freeway Performance Measurement System: Mining Loop Detector Data. In Transportation Research Record: Journal of the Transportation Research Board, No.1748, TRB, National Research Council, Washington, D.C., 2001, pp. 96-102.
9. Wang, Y., and N. L. Nihan. Freeway Traffic Speed Estimation with Single Loop Outputs. In Transportation Research Record: Journal of the Transportation Research Board, No. 1727, TRB, National Research Council, Washington, D.C., 2000, pp. 120-126.
10. Helbing, D. Traffic and Related Self-Driven Many Particle Systems. Review of Modern Physics, Vol. 73, Oct. 2001, pp. 1067-1141.
11. Coifman, B. Improved Velocity Estimation Using Single Loop Detectors. In Transportation Research A, Vol. 35, No. 10, 2001, pp. 863-880.
12. Jia, Z., C. Chen, B. Coifman, and P. Varaiya. The PeMS Algorithms for Accurate, Real-Time Estimates of g-Factors and Speeds from Single Loop Detectors. Proc., IEEE Intelligent Transportation Systems Council Annual Meeting, IEEE, Piscataway, N.J., 2001, pp. 536-541.
13. Beymer, D., P. McLauchlan, B. Coifman, and J. Malik. A Real-Time Computer Vision System for Measuring Traffic Parameters. Proc., IEEE Computer Society Conference on Computer Vision and Pattern Recognition, IEEE Computer Society Press, Los Alamitos, Calif., 1997, pp. 495-501.
14. Kwon, J. Estimation of Free Flow Speed and Detector Bias from Single Loop Data Using Vehicle Length Profile. Partners for Advanced Transit and Highways working paper, Berkeley, Calif., Aug. 2001.