System wide data quality control of inductance loop data using nonlinear optimization

Journal of Computing in Civil Engineering

Volumn 20, Issue 3, 2006, Pages 187-196

  Vanajakshi, Lelitha ^a   Rilett, Laurence R ^b,c  

^a INDIAN INSTITUTE OF TECHNOLOGY MADRAS   (India)

^b Department of Engineering and Technology ^*  (United States)

^c UNIVERSITY OF NEBRASKA LINCOLN   (United States)

Author keywords

Conservation; Data Analysis; Intelligent transportation systems; Optimization; Transportation engineering

Indexed keywords

INTELLIGENT TRANSPORTATION SYSTEMS; NONLINEAR OPTIMIZATION; TRANSPORTATION ENGINEERING;

COMPUTER SIMULATION; CONSERVATION; CONSTRAINT THEORY; NONLINEAR SYSTEMS; OPTIMIZATION; QUALITY CONTROL;

DATA REDUCTION;

EID: 33646170851     PISSN: 08873801     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)0887-3801(2006)20:3(187)     Document Type: Article

References (43)

1. Abadie, J. (1970). " Application of the GRG algorithm to optimal control problems.. " Integer and nonlinear programming, J. Abadie, ed., North-Holland, Amsterdam, The Netherlands, 191-211.
2. Abadie, J., and Carpenter, J. (1969). " Generalization of the Wolfe reduced gradient method to the case of nonlinear constraints.. " Optimization, R. Fletcher, ed., Academic, New York, 37-47.
3. Cassidy, M. J. (1998). " Bivariate relations in nearly stationary highway traffic.. " Transp. Res., Part B: Methodol., 32, 49-59.
4. Chen, L., and May, A. D. (1987). " Traffic detector errors and diagnostics.. " Transportation Research Record 1132, Transportation Research Board, Washington, D.C., 82-93.
5. Cleghorn, D., Hall, F. L., and Garbuio, D. (1991). " Improved data screening techniques for freeway traffic management systems.. " Transportation Research Record 1320, Transportation Research Board, Washington, D.C., 17-23.
6. Coifman, B. (1999). " Using dual loop speed traps to identify detector errors.. " Transportation Research Record 1683, Transportation Research Board, Washington, D.C., 47-58.
7. Coifman, B., and Dhoorjaty, S. (2002). " Event data based traffic detector validation tests.. " Transportation Research Board 81st Ann. Meeting, (CD-ROM), Transportation Research Board, Washington, D.C.
8. Daganzo, C. (1997). Fundamentals of transportation and traffic operations, Pergamon-Elsevier, Oxford, U.K.
9. Drew, D. R. (1968). Traffic flow theory and control, McGraw-Hill, New York.
10. ezforecaster. (2003). " Choosing the best fit.. " 〈 http://www.ezforecaster.com/bestfit.htm 〉 (Dec. 19, 2003).
11. Gabriele, G. A., and Beltracchi, T. J. (1987). " Resolving degeneracy in the generalized reduced gradient method.. " ASME J. Mech., Transm., Autom. Des., 109 (2), 263-267.
12. Gabriele, G. A., and Ragsdell, K. M. (1977). " The generalized reduced gradient method: A reliable tool for optimal design.. " J. Eng. Ind., Series B, 99 (2), 394-400.
13. Gajewski, B. J., Rilett, L. R., Dixon, M. P., and Spiegelman, C. H. (2002). " Robust estimation of origin-destination matrices.. " J. Transp. Stat., 5 (2/3), 37-56.
14. Himmelblau, D. M. (1972). Applied nonlinear programming, McGraw-Hill, New York.
15. Institute of Transportation Engineers (ITE). (1991). Traffic detector handbook, 2nd Ed., ITE, Washington, D.C.
16. Jacobson, L. N., Nihan, N. L., and Bender, J. D. (1990). " Detecting erroneous loop detector data in a freeway traffic management system.. " Transportation Research Record 1287, Transportation Research Board, Washington, D.C., 151-166.
17. Kikuchi, S. (2000). " A method to defuzzify the fuzzy numbers: Transportation problem application.. " Fuzzy Sets Syst., 116 (1), 3-9.
18. Kikuchi, S., and Miljkovic, D. (1999). " A method to pre-process traffic data: Application of fuzzy optimization concept.. " Transportation Research Board 78th Annual Meeting, (CD- ROM), Transportation Research Board, Washington, D.C.
19. Kikuchi, S., Miljkovic, D., and Van Zuylen, H. J. (2000). " Examination of methods that adjust observed traffic volumes on a network.. " Transportation Research Record 1717, Transportation Research Board, Transportation Research Board, Washington, D.C., 109-119.
20. Kuhne, R., and Michalopoulos, P. (2003). " Continuum flow models.. " Traffic flow theory, N. Gartner, C. J. Messer, and, A. K. Rathi, eds., 〈 http://www.tfhrc.gov/its/tft/tft.htm 〉 (May 21, 2003).
21. Lasdon, L. S., Waren, A. D., Jain, A., and Ratner, M. (1978). " Design and testing of a generalized reduced gradient code for nonlinear programming.. " ACM Trans. Math. Softw., 4 (1), 34-50.
22. Lighthill, M. J., and Whitham, G. B. (1955). " On Kinematic waves. II: A theory of traffic flow on long crowded roads.. " Proc. R. Soc. London, Ser. A, 229 (1178), 317-345.
23. Nam, D. H., and Drew, D. R. (1996). " Traffic dynamics: Methods for estimating freeway travel times in real time from flow measurements.. " J. Transp. Eng., 122 (3), 185-191.
24. Nam, D. H., and Drew, D. R. (1999). " Automatic measurement of traffic variables for intelligent transportation systems applications.. " Transp. Res., Part B: Methodol., 33, 437-457.
25. National Electrical Manufacturers Association (NEMA). (1983). " Traffic control systems.. " Standard Publication Number TS-1, NEMA, Washington, D.C.
26. Nihan, L., Jacobson, L. N., and Bender, J. D. (1990). " Detector data validity.. " Final Rep. WA-RD 208.1, Washington State Transportation Center, Seattle.
27. Payne, H. J., and Thompson, S. (1997). " Malfunction detection and data repair for induction loop sensors using I-880 database.. " Transportation Research Record 1570, Transportation Research Board, Washington, D.C., 191-201.
28. Petty, K. (1995). " Freeway Service Patrol 1.1, The analysis software for the FSP project.. " California PATH Research Rep. UCB-ITS-PRR-95-20, Institute of Transportation Studies, Univ. of California at Berkeley, Berkeley, Calif.
29. Peeta, S., and Anastassopoulos, I. (2002). " Automatic real time detection and correction of erroneous detector data using Fourier transforms for on-line traffic control architectures.. " Transportation Research Board 81st Ann. Meeting (CD-ROM), Transportation Research Board, Washington, D.C.
30. Richards, P. I. (1956). " Shock waves on the highway.. " Oper. Res., 4 (1), 42-51.
31. Sherali, H. D., Narayanan, A., and Sivanandan, R. (2003). " Estimation of origin-destination trip tables based on a partial set of traffic link volumes.. " Transp. Res., Part B: Methodol., 37, 815-836.
32. Texas Department of Transportation (TxDOT). (2005). TransGuide, TxDOT, 〈 http://www.transguide.dot.state.tx.us/docs/transguide.html 〉 (May 21, 2005).
33. Turner, S. M., Eisele, W. L., Gajewsky, B. J., Albert, L. P., and Benz, R. J. (1999). " ITS data archiving: Case study analyses of San Antonio TransGuide data.. " Rep. No. FHWA A-PL-99-024, Federal Highway Administration, Texas Transportation Institute.
34. Turner, S., Albert, L., Gajewski, B., and Eisele, W. (2000). " Archived ITS data quality: Preliminary analysis of San Antonio TransGuide data.. " Transportation Research Record 1719, Transportation Research Board, Washington, D.C., 77-84.
35. Turochy, R. E., and Smith, B. L. (2000). " New procedure for data screening in traffic management systems.. " Transportation Research Record 1727, Transportation Research Board, Washington, D.C., 127-131.
36. Van Aerde, M., Rakha, H., and Paramahamsan, H. (2003). " Estimation of O-D matrices: The relationship between practical and theoretical considerations.. " Transportation Research Record 1831, Transportation Research Board, Washington, D.C., 122-130.
37. Vanajakshi, L. (2004). " Estimation and prediction of travel time from loop detector data for intelligent transportation systems applications.. " Ph.D. dissertation, Dept. of Civil Engineering, Texas A&M Univ., College Station, Tex.
38. Vanderplaats, G. N. (1984). Numerical optimization techniques for engineering design, McGraw-Hill, New York.
39. Venkataraman, P. (2001). Applied optimization with MATLAB programming, Wiley, New York.
40. Wall, Z., and Dailey, D. J. (2003). " An algorithm for the detection and correction of errors in archived traffic data.. " Transportation Research Board 82nd Annual Meeting (CD-ROM), Transportation Research Board, Washington, D.C.
41. Windover, J. R., and Cassidy, M. J. (2001). " Some observed details of freeway traffic evolution.. " Transp. Res., Part A: Policy Pract., 35, 881-894.
42. Zhao, M., Garrick, N. W., and Achenie, E. K. (1998). " Data reconciliation-based traffic count analysis system.. " Transportation Research Record 1625, Transportation Research Board, Washington, D.C., 12-17.
43. Zuylen, H. J., and Brantson, D. M. (1982). " Consisten link flow estimation from counts.. " Transp. Res., Part B: Methodol., 16, 473-476.