Dynamic origin-destination flow estimation using cellular communication system

IEEE Transactions on Vehicular Technology

Volumn 57, Issue 5, 2008, Pages 2703-2713

  Sohn, Keemin ^a   Kim, Daehyun ^a  

^a Metropolitan Planning Research Group   (South Korea)

Author keywords

Kalman filtering; Personal communication networks; Transportation networks

Indexed keywords

CELLS; CELLULAR RADIO SYSTEMS; COMMUNICATION SYSTEMS; COMPUTER NETWORKS; CYTOLOGY; ERROR ANALYSIS; LOCATION; MOBILE PHONES; NETWORK PROTOCOLS; REGIONAL PLANNING; SENSOR NETWORKS; SPACE PROBES; STATE SPACE METHODS; TELECOMMUNICATION EQUIPMENT; TELEPHONE; TELEPHONE SETS; TELEPHONE SYSTEMS; TIME SERIES ANALYSIS;

AUTO-REGRESSIVE; CELL BOUNDARIES; CELL PHONES; CELL-BASED; CELLULAR COMMUNICATION; DIRECT APPROACH; KALMAN FILTERING; LOCATION DATA; MEAN ABSOLUTE ERROR; MICRO CELLS; NEW APPROACHES; O-D FLOWS; ORIGIN-DESTINATION; ORIGIN-DESTINATION FLOWS; PATH CHOICE; PERSONAL COMMUNICATION NETWORKS; REAL-WORLD; SIMULATION EXPERIMENTS; STATE-SPACE MODELING; TIME-SERIES; TRAFFIC PROBING; TRANSPORTATION NETWORKS; URBAN AREAS;

SENSITIVITY ANALYSIS;

EID: 50649093859     PISSN: 00189545     EISSN: None     Source Type: Journal    
DOI: 10.1109/TVT.2007.912336     Document Type: Article

References (30)

1. I. Okutani, "The Kalman filtering approaches in some transportation and traffic problems," in Transportation and Traffic Theory, N. H. Gartner and N. H. M. Wilson, Eds. Amsterdam, The Netherlands: Elsevier, 1987, pp. 397-416.
2. K. Ashok, "Estimation and prediction of time-dependant origin-destination flows," Ph.D. dissertation, Mass. Inst. Technol., Cambridge, MA, 1996.
3. M. Cremer and H. Keller, "A new class of dynamic methods for the identification of origin destination flows," Transp. Res., Part B vol. 21, no. 2, pp. 117-132, Apr. 1987.
4. N. L. Nihan and G. A. Davis, "Recursive estimation of origin-destination matrices from input/output counts," Transp. Res., Part B, vol. 21, no. 2, pp. 149-163, Apr. 1987.
5. M. G. H. Bell, "The real time estimation of origin-destination flows in presence of platoon dispersion," Transp. Res., Part B, vol. 25, no. 2/3, pp. 115-125, Apr.-Jun. 1991.
6. G. L. Chang and J. Wu, "Estimation of time-varying origin-destination distributions with dynamic screenline flows," Transp. Res., Part B vol. 30, no. 4, pp. 277-290, Aug. 1996.
7. N. van der Zijpp, "Dynamic OD-matrix estimation from traffic counts and automated vehicle identification data," Transp. Res. Rec.: J. Transp. Res. Board, vol. 1607, pp. 87-94, 1992.
8. M. P. Dixon and L. R. Rilett, "Real-time OD estimation using automatic vehicle identification and traffic count data," Comput.-Aided Civil In-frastruct. Eng., vol. 17, no. 1, pp. 7-21, Jan. 2002.
9. C. Nanthawichit, 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," Transp. Res. Rec., vol. 1855, pp. 49-59, 2003.
10. E. Hato and Y. Asakura, "New approach for collecting time-space activity data using mobile communications system," in Proc. 80th Annu. Conf. Transp. Res. Board, Washington, DC, 2001.
11. C. Drane and J. L. Ygnace, "Cellular telecommunication and transportation convergence," in Proc. 4th IEEE Int. Conf. Intell. Transp. Issues, Oakland, CA, 2001.
12. J. L. Ygnace, C. Drane, Y. B. Yim, and R. de Lacvivier, "Travel time estimation on the San Francisco bay area network using cellular phones as probes," in California PATH Working Paper UCB-ITS-PWP-2000-18. Berkeley, CA: Univ. California, Sep. 2000.
13. B. L. Smith, L. M. Pack, D. J. Lovell, and M. W. Sermons, "Transportation management application of anonymous mobile call sampling," in Proc. 11th Annu. Meeting ITS Amer., Miami, FL, 2001.
14. C. E. White, D. Bernstein, and A. L. Kornhauser, "Some map matching algorithms for personal navigation assistants," Transp. Res., Part C vol. 8, no. 1-6, pp. 91-108, Feb.-Dec. 2000.
15. Z. Mao and C. Douligeris, "A location-based mobility tracking scheme for PCS networks," Comput. Commun., vol. 23, no. 18, pp. 1729-1739, Dec. 2000.
16. S. I. Bang, Digital Mobile Communication, 2004. Minjungkak, Korea, (in Korean).
17. Q. A. Zeng and D. P. Agrawal, "Handoff in wireless mobile networks," in Handbook of Wireless Networks and Mobile Computing. Hoboken,NJ: Wiley, 2002, ch. 1, pp. 1-25.
18. C. Cortes and C. Vapnik, "Support vector networks," Mach. Learn. vol. 20, no. 3, pp. 273-297, Sep. 1995.
19. D. Fox, J. Hightower, L. Liao, D. Schulz, and G. Borriello, "Bayesian filtering for location estimation," Pervasive Comput., vol. 2, no. 3, pp. 24-33, Jul.-Sep. 2003.
20. C. K. Clan and G. Chen, Kalman Filtering With Real-Time Applications New York: Springer-Verlag, 1991.
21. E. Cascetta, D. Inaudi, and G. Marquis, "Dynamic estimators of origin-destination matrices using traffic counts," Transp. Sci., vol. 27, no. 4, pp. 363-373, 1993.
22. K. Sohn and K. Hwang, "Space-based passing time estimation on a free-way using cell phones as traffic probes," IEEE Trans. Intell. Transp. Syst., submitted for publication.
23. E. Cascetta, A. Nuzzolo, F. Russo, and A. Vitetta, "A modified logit route choice model overcoming path overlapping problems. Specification and some calibration results for inter-urban network," in Proc. l3th Int. Symp. Transp. Traffic Theory, 1996, pp. 697-711.
24. Vissim User Manual Version 3.70, PTV Plaung Transport Verkehr AG, Karlsruhe, Germany, 2003.
25. W. H. Press, B. P. Flannery, S. A. Teukolsky, and W. T. Vetterling, Numerical Recipes - The Art of Scientific Computing. Cambridge, U.K.: Cambridge Univ. Press, 1989.
26. Q. W. Meeker and L. A. Escobar, Statistical Methodsfor Reliability Data. Hoboken, NJ: Wiley, 1998.
27. B. R. Hellinga and L. Fu, "Reducing bias in probe-based arterial link travel time estimates," Transp. Res., Part C, vol. 10, no. 4, pp. 257-273, Aug. 2002.
28. A. Torday and A. G. Dumont, "Parameters influencing probe vehicle based travel time estimation accuracy," in Proc. 4th Swiss Transp. Res. Conf., Ascona, Switzerland, Mar. 25-26, 2004, pp. 1-8.
29. A. Sen, P. Thakuriah, X. Q. Zhu, and A. Karr, "Frequency of probe reports and variance of travel time estimates," J. Transp. Eng., vol. 123, no. 4, pp. 290-297, Jul./Aug. 1997.
30. M. Chen and S. I. J. Chien, "Dynamic freeway travel-time prediction with probe vehicle data: Link based versus path based," Transp. Res. Rec., vol. 1768, pp. 157-161, 2001.