Prediction of drivers' speed behavior on rural motorways based on an instrumented vehicle study

Transportation Research Record

Volumn 2434, Issue , 2014, Pages 52-62

  Montella, Alfonso ^a   Pariota, Luigi ^a   Galante, Francesco ^a   Imbriani, Lella Liana ^a   Mauriello, Filomena ^a  

^a UNIVERSITY OF NAPLES FEDERICO II   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

ACCELERATION; DECELERATION; SPEED;

ACCELERATION RATES; CURVE TRANSITIONS; DECELERATION RATE; INSTRUMENTED VEHICLE; MAXIMUM SPEED; OPERATING SPEED; SPEED PREDICTION MODELS; SPEED PROFILE; SPEED REDUCTION; TO CURVE;

FORECASTING;

EID: 84908417774     PISSN: 03611981     EISSN: 21694052     Source Type: Journal    
DOI: 10.3141/2434-07     Document Type: Article

References (37)

1. Austroads. Expanded Operating Speed Model. Austroads Technical Report AP-T299-13. Sydney, New South Wales, Australia, 2013.
2. Transportation Research Circular E-C151: Modeling Operating Speed: Synthesis Report. Transportation Research Board of the National Academies, Washington, D.C., 2011. http://onlinepubs.trb.org/onlinepubs/circulars/ec151.pdf.
3. Lamm, R., B. Psarianos, and T. Mailaender. Highway Design and Traffic Safety Engineering Handbook. McGraw-Hill, New York, 1999.
4. Fitzpatrick, K., L. Elefteriadou, D. W. Harwood, J. M. Collins, J. McFadden, I. Anderson, R. A. Krammes, N. Irizarry, K. D. Parma, K. M. Bauer, and K. Passetti. Speed Prediction for Two-Lane Rural Highways. Report FHWA-RD-99-171. FHWA, U.S. Department of Transportation, Washington, D.C., 1999.
5. Pérez Zuriaga, A. M., A. García García, F. J. Camacho Torregrosa, and P. D'Attoma. Modeling Operating Speed and Deceleration on Two-Lane Rural Roads with Global Positioning System Data. In Transportation Research Record: Journal of the Transportation Research Board, No. 2171, Transportation Research Board of the National Academies, Washington, D.C., 2010, pp. 11-20.
6. Pérez Zuriaga, A. M., A. García García, and F. J. Camacho Torregrosa. Study of Tangent-to-Curve Transition on Two-Lane Rural Roads with Continuous Speed Profiles. Presented at 87th Annual Meeting of the Transportation Research Board, Washington, D.C., 2011.
7. Galante, F., F. Mauriello, A. Montella, M. Pernetti, M. Aria, and A. D'Ambrosio. Traffic Calming Along Rural Highways Crossing Small Urban Communities: Driving Simulator Experiment. Accident Analysis and Prevention, Vol. 42, No. 6, 2010, pp. 1585-1594.
8. Yan, X., M. Abdel-Aty, E. Radwan, X. Wang, and P. Chilakapati. Validating a Driving Simulator Using Surrogate Safety Measures. Accident Analysis and Prevention, Vol. 40, 2008, pp. 274-288.
9. Charlton, S. G. The Role of Attention in Horizontal Curves: A Comparison of Advance Warning, Delineation, and Road Marking Treatments. Accident Analysis and Prevention, Vol. 39, 2007, pp. 873-885.
10. Godley, S. T., T. J. Triggs, and B. N. Fildes. Driving Simulator Validation for Speed Research. Accident Analysis and Prevention, Vol. 34, 2002, pp. 589-600.
11. Montella, A., M. Aria, A. D'Ambrosio, F. Galante, F. Mauriello, and M. Pernetti. Perceptual Measures to Influence Operating Speeds and Reduce Crashes at Rural Intersections: Driving Simulator Experiment. In Transportation Research Record: Journal of the Transportation Research Board, No. 2149, Transportation Research Board of the National Academies, Washington, D.C., 2010, pp. 11-20.
12. Montella, A., M. Aria, A. D'Ambrosio, F. Galante, F. Mauriello, and M. Pernetti. Simulator Evaluation of Drivers' Speed, Deceleration and Lateral Position at Rural Intersections in Relation to Different Perceptual Cues. Accident Analysis and Prevention, Vol. 43, 2011, pp. 2072-2084.
13. Lenné, M. G. The Contribution of On-Road Studies of Road User Behaviour to Improving Road Safety. Accident Analysis and Prevention, Vol. 58, 2013, pp. 158-161.
14. Bella, F., A. Calvi, and F. D'Amico. Operating Speed Prediction for Italian Two-Lane Rural Roads Using Speed Profiles from GPS Data. Presented at 4th Road Safety and Simulation International Conference, Rome, 2013.
15. Hu, W., and E. T. Donnel. Models of Acceleration and Deceleration Rates on a Complex Two-Lane Rural Highway: Results from a Nighttime Driving Experiment. Transportation Research Part F: Traffic Psychology and Behaviour, Vol. 13, No. 6, 2010, pp. 397-408.
16. Yang, L., and Y. Hassan. Driver Speed and Acceleration Behaviour on Canadian Roads. Presented at 84th Annual Meeting of the Transportation Research Board, Washington, D.C., 2008.
17. Cleveland, W., and S. J. Devlin. Locally-Weighted Regression: An Approach to Regression Analysis by Local Fitting. Journal of the American Statistical Association, Vol. 83, No. 403, 1988, pp. 596-610.
18. Montella, A., F. Galante, L. L. Imbriani, F. Mauriello, and M. Pernetti. Evaluation of Driving Behaviour on Horizontal Curves of Two-Lane Rural Highways: Driving Simulator Experiment. Presented at 4th Road Safety and Simulation International Conference, Rome, 2013.
19. Figueroa, A. M., and A. P. Tarko. Speed Changes in the Vicinity of Horizontal Curves on Two-Lane Rural Roads. Journal of Transportation Engineering, Vol. 133, No. 4, 2007, pp. 215-222.
20. McFadden, J., and L. Elefteriadou. Evaluating Horizontal Alignment Design Consistency of Two-Lane Rural Highways: Development of New Procedure. In Transportation Research Record: Journal of the Transportation Research Board, No. 1737, TRB, National Research Council, Washington, D.C., 2000, pp. 9-17.
21. Park, Y., and F. Saccomanno. Evaluating Speed Consistency Between Successive Elements of a Two-Lane Rural Highway. Transportation Research Part A, Vol. 40, 2006, pp. 375-385.
22. Ottesen, J. L., and R. A. Krammes. Speed Profile Model for a Design Consistency Evaluation Procedure in the United States. In Transportation Research Record: Journal of the Transportation Research Board, No. 1701, TRB, National Research Council, Washington, D.C., 2000, pp. 76-85.
23. Fitzpatrick, K., and J. M. Collins. Speed-Profile Model for Two-Lane Rural Highways. In Transportation Research Record: Journal of the Transportation Research Board, No. 1737, TRB, National Research Council, Washington, D.C., 2000, pp. 42-49.
24. Collins, K. M., and R. A. Krammes. Preliminary Validation of a Speed-Profile Model for Design Consistency Evaluation. In Transportation Research Record 1523, TRB, National Research Council, Washington, D.C., 1996, pp. 11-21.
25. Misaghi, P., and Y. Hassan. Modeling Operating Speed and Speed Differential on Two-Lane Rural Roads. Journal of Transportation Engineering, Vol. 131, No. 6, 2005, pp. 408-417.
26. Lamberti, R., and M. De Luca. An Operating Speed Model for the Evaluation of Crash Scenarios. Le Strade, Vol. 2, 2006.
27. Gong, H., and N. Stamatiadis. Operating Speed Prediction Models for Horizontal Curves on Rural Four-Lane Highways. In Transportation Research Record: Journal of the Transportation Research Board, No. 2075, Transportation Research Board of the National Academies, Washington, D.C., 2008, pp. 1-7.
28. Marchionna, A., and P. Perco. Operating Speed Profile Prediction Model for Two-Lane Rural Roads in the Italian Context. Advances in Transportation Studies, Vol. 14, 2008, pp. 57-68.
29. Bassani, M., and E. Santagata. Indagine sperimentale sul legame esistente tra velocità di progetto, velocità operative e limite di velocità nella viabilità extraurbana. Presented at XVI National Conference SIIV, Vol. 2, 2006, pp. 437-456.
30. Castro, M., J. F. Sánchez, J. A. Sánchez, and L. Iglesias. Operating Speed and Speed Differential for Highway Design Consistency. In Journal of Transportation Engineering, Vol. 137, No. 11, 2011, pp. 837-840.
31. Nie, B., and Y. Hassan. Modeling Driver Speed Behavior on Horizontal Curves of Different Road Classifications. Presented at 86th Annual Meeting of the Transportation Research Board, Washington, D.C., 2007.
32. Memon, R. A., G. B. Khaskheli, and M. A. Dahani. Estimation of Operating Speed on Two Lane Two Way Roads Along N-65 (SIBI-Quetta). International Journal of Civil Engineering, Vol. 10, No. 1, 2012, pp. 25-31.
33. Schurr, S. K., P. T. McCoy, G. Pesti, and R. Huff. Relationship of Design, Operating, and Posted Speeds on Horizontal Curves of Rural Two-Lane Highways in Nebraska. In Transportation Research Record: Journal of the Transportation Research Board, No. 1796, Transportation Research Board of the National Academies, Washington, D.C., 2002, pp. 60-71.
34. Bella, F., and G. Agostini. Driving Simulation for Design Consistency. Presented at 4th TRB International Symposium on Highway Geometric Design, Valencia, Spain, 2010.
35. Said, D., A. Halim, and Y. Hassan. Methodology for Driver Behaviour Data Collection and Analysis for Integration in Geometric Design of Highways. Presented at 4th International Symposium on Highway Geometric Design, Valencia, Spain, 2009.
36. Camacho-Torregrosa, F. J., A. M. Pérez-Zuriaga, J. M. Campoy-Ungría, and A. García García. New Geometric Design Consistency Model Based on Operating Speed Profiles for Road Safety Evaluation. Accident Analysis and Prevention, Vol. 61, 2013, pp. 33-42.
37. Abbas, S. K. S., M. A. Adnan, and I. R. Endut. Exploration of 85th Percentile Operating Speed Model on Horizontal Curve: A Case Study for Two-Lane Rural Highways. Procedia-Social and Behavioral Sciences, Vol. 16, 2011, pp. 352-363.