APPLICATION OF THE KALMAN FILTER TO THE ARTERIAL TRAVEL TIME PREDICTION: A SPECIAL EVENT CASE STUDY

J.-S. Yang

References

  1. [1] M. Al-Deek, M. D’Angelo, & M. Wang, Travel time prediction with nonlinear time series, Proc. 5th ASCE Int. Conf.on Applications of Advanced Technologies in Transportation,Newport Beach, CA, 1988, 317–324.
  2. [2] K. Rilett & D. Park, Direct forecasting of freeway corridortravel times using spectral basis neural network, TransportationResearch Record, 1617 (1), 1999, 163–170.
  3. [3] V.P. Sisiopiku, N.M. Rouphail, & A. Santiago, Analysis ofcorrelation between arterial travel time and detector data fromsimulation and field studies, Transportation Research Record,1457 (1), 1994, 166–173.
  4. [4] D.J. Dailey, Travel time estimation using cross-correlationtechniques, Transportation Research, 27 (B), 1993, 97–107.
  5. [5] I. Okutani & Y.J. Stephanedes, Dynamic prediction of traf-fic volume through Kalman filtering theory, TransportationResearch, 18 (B), 1984, 1–11.
  6. [6] M. Chen & S. Chein, Dynamic freeway travel time predictionusing probe vehicle data: Link-based vs. path-based, Proc.80th Transportation Research Board Meeting, Washington, DC,January 2001.
  7. [7] I. Christiansen & L. Hauer, Probe vehicles for travel time,Traffic Technology International, August/September, 1996,41–44.
  8. [8] H.W. Sorenson, Kalman filtering: Theory and application(New York: IEEE Press, 1985).
  9. [9] R.G. Brown & Y.C. Hwang, Introduction to random signalsand applied Kalman filtering, 3rd ed. (New York: John Wiley& Sons, 1997).
  10. [10] P. Zarchan & H. Musoff, Fundamentals of Kalman filteringand applications (Reston, VA: AIAA, 2000).
  11. [11] S.M. Turner, W.L. Eisele, R.J. Benz, & D.J. Holdene, Traveltime data collection handbook (FHWA-PL-98-035) (Washington, DC: Office of Highway Information Management, FHWA,USDOT, 1998).
  12. [12] J. Gallagher, Travel time data collection using GPS, NationalTraffic Data Acquisition Conf., Albuquerque, NM, 1996, 147–161.
  13. [13] D. Laird, Emerging issues in the use of GPS for travel timedata collection, National Traffic Data Acquisition Conf., Albuquerque, NM, 1996, 117–123.
  14. [14] B.W. Parkinson & J.J. Spilker, GPS: Theory and applications,vols. 1, 2 (Reston, VA: AIAA, 1996).

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