An application of the Sequential Monte Carlo to increase the accuracy of travel time estimation in urban areas

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC

Volumn , Issue , 2011, Pages 157-162

  Hadachi, Amnir ^a   Lecomte, Christele ^b   Mousset, Stephane ^a   Bensrhair, Abdelaziz ^a  

^a UNIVERSITÉ ET INSA DE ROUEN   (France)

^b UNIVERSITÉ DE ROUEN   (France)

Author keywords

[No Author keywords available]

Indexed keywords

DATA FLOW; DELAY TIME; DIGITAL MAP; GEOREFERENCING; GPS DATA; HISTORICAL DATA; MAP-MATCHING METHOD; PROBE VEHICLES; SEQUENTIAL MONTE CARLO; TRAFFIC LIGHT; TRAVEL TIME; TRAVEL TIME ESTIMATION; URBAN AREAS; URBAN ZONES;

ESTIMATION; INTELLIGENT SYSTEMS; ROADS AND STREETS; RURAL AREAS; TRANSPORTATION;

MONTE CARLO METHODS;

EID: 83755194822     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ITSC.2011.6082969     Document Type: Conference Paper

References (18)

1. M. LI, Z. Zou, and F. Bu, "Arterial Travel Time Estimation Using VII Probe Data and Point-based Detection Data", 13th International IEEE Annual Conference on Intelligent Transportation Sytems, Madeira Island, Protugal, September 19-22, 2010
2. J.-C. Herrera and A. Bayen,"Traffic flow reconstruction using mobile sensors and loop detector data", 87th Transportation Research Board Annual Meeting, Washington D.C., January 13-17 2008
3. Steven I-Jy Chien and Chandra Mouly Kuchipudi,"Dynamic Travel Time Prediction with Real-time and Historical Data", Presentation and Publication to the Transportation Research Board, the 81st Annual Meeting.J, Transp. Engrg. Volume 129, Issue 6, pp. 608-616 (November/December 2003)
4. Honey, S. K., Zavoli, W. B., Milnes, K. A., Phillips, A. C., White, M. S., Loughmiller, G. E., 1989. "Vehilce navigation system and method", United states Patent No., 4796191
5. Zhao, Y. 1997, "vehicle location and navigation system". Artech house,Inc,MA
6. Kim, W., Jee, G, Lee, J., 2000. "Efficient use of the digital road map in various positionning for ITS". In: IEEE Symposium on Position Location and Navigation, San Diego, CA.
7. M. Rosenbluth and A. Rosenbluth. Monte Carlo calculation of the average extention of molecular chains. Journal of Chemical Physics, pages 356-359, 1955.
8. J. M. Hammersley and K. W. Morton. Poor man's monte carlo. Journal of the Roayal Statistics Society, pages 23-38, 1954.
9. N. J. Gordon, D. J. Salomond, and A. F. M. Smith. Novel approach to nonlinear/non Gaussian Bayesian state estimation. Radar and signal Processing, IEE Processing F, 140(2): 107-113, 1993.
10. M. Irwing, N. Cox, and A. Kong. Sequential imputation for multilocus linkage analysis. Proc. Natl. Acad. Sci. USA, 91:11684-11688, 1994. (Pubitemid 24356409)
11. Dieter Fox and Wolfram Burgard. Markov localization for mobile robots in dynamic environment. Jounal of artificial intelligence research,11:391-427, 1999.
12. A. Kong, J. S. Liu, and W. Wong. Sequetial imputation method and Bayesian missing data problems. Journal of the American Statistical Association, 89:278-288, 1994.
13. Niclas Bergman," Recursive bayesian estimation navigation and tracking applications",Phd thesis, Linkoping University, 1999.
14. Sanjeev Arulampalam, Simon Maskell, and Neil Gordon. A tutorial on particle filters for online nonlinear/non-gaussian bayesian tracking. IEEE Transactions on Signal Processing, 50:174-188, 2002.
15. F.Gustafsson, F. Gunnarsson, N. Bergman, U. Forssell, J. Jansson, R. Karlsson, and P. J. Nordlund. Particle filters for positioning, navigation, and tracking. Signal precessing, IEEE transaction on Signal processing, Acoustics, and speech, 50(2):425-437,2002.
16. Ke Zhang, Guangtao Xue,"A Real-time urban traffic detection algorithm based on spatio-temporal OD matrix in vehicular sensor network", Wireless Sensor Network, Scientific Research Journal, 668-674, 2004.
17. J. KLEIN, C. LECOMTE, P. MICHE : âǍIJFast Color-Texture Discrimination: Application to Car TrackingâǍİ, IEEE Conference on Intelligent Transportation Systems : ITSCâǍŹ 07, pp.546-551, Seattle, USA, sept.30 - oct. 3, 2007.
18. J. KLEIN, C. LECOMTE, P.MICHE : âǍIJHierarchical and conditional combination of belief functions induced by visual tracking âǍİ, IJAR : International Journal of Approximate Reasoning, Volume 51, Issue 4, Pages 410-428, March 2010.