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Volumn , Issue , 2008, Pages 5062-5068

An Ensemble Kalman Filtering approach to highway traffic estimation using GPS enabled mobile devices

Author keywords

[No Author keywords available]

Indexed keywords

CELLULAR TELEPHONES; DYNAMICAL SYSTEMS; MOBILE TELECOMMUNICATION SYSTEMS; NONLINEAR DYNAMICAL SYSTEMS; STREET TRAFFIC CONTROL; TRAFFIC SURVEYS; VELOCITY;

EID: 62949103909     PISSN: 07431546     EISSN: 25762370     Source Type: Conference Proceeding    
DOI: 10.1109/CDC.2008.4739016     Document Type: Conference Paper
Times cited : (221)

References (40)
  • 3
    • 62949102131 scopus 로고    scopus 로고
    • J. YGNACE, C. DRANE, Y. YIM and R. de LACVIVIER, Travel time estimation on the San Francisco Bay area network using cellular phones as probes. California PATH Program, Institute of Transportation Studies, University of California, Berkeley, CA, 2000, no. UCB-ITS-PWP-2000-18.
    • J. YGNACE, C. DRANE, Y. YIM and R. de LACVIVIER, Travel time estimation on the San Francisco Bay area network using cellular phones as probes. California PATH Program, Institute of Transportation Studies, University of California, Berkeley, CA, 2000, no. UCB-ITS-PWP-2000-18.
  • 4
    • 62949093883 scopus 로고    scopus 로고
    • B. SMITH, H. ZHANG,. M. FONTAINE, and M. GREEN, Cell phone probes as an ATMS tool. Center for Transportation Studies, University of Virginia, June 2003, no. UVACTS-15-5-79.
    • B. SMITH, H. ZHANG,. M. FONTAINE, and M. GREEN, Cell phone probes as an ATMS tool. Center for Transportation Studies, University of Virginia, June 2003, no. UVACTS-15-5-79.
  • 5
    • 62949166595 scopus 로고    scopus 로고
    • Y. YIM and R. CAYFORD, Investigation of vehicles as probes using global positioning system and cellular phone tracking: field operational test. California PATH Program, Institute of Transportation Studies, University of California, Berkeley, CA, 2001, no. UCB-ITS-PWP-2001-9.
    • Y. YIM and R. CAYFORD, Investigation of vehicles as probes using global positioning system and cellular phone tracking: field operational test. California PATH Program, Institute of Transportation Studies, University of California, Berkeley, CA, 2001, no. UCB-ITS-PWP-2001-9.
  • 8
    • 0002842180 scopus 로고
    • Shock waves on the highway
    • P. I. RICHARDS, "Shock waves on the highway," Operations Research, vol. 4, no. 1, pp. 42-51, 1956.
    • (1956) Operations Research , vol.4 , Issue.1 , pp. 42-51
    • RICHARDS, P.I.1
  • 9
    • 0036960044 scopus 로고    scopus 로고
    • Reconstruction of false and missing data with first-order traffic flow model
    • H. HAJ-SALEM and J. LEBACQUE, "Reconstruction of false and missing data with first-order traffic flow model," Transportation Research Record, vol. 1802, pp. 155-165, 2002.
    • (2002) Transportation Research Record , vol.1802 , pp. 155-165
    • HAJ-SALEM, H.1    LEBACQUE, J.2
  • 10
    • 1542378225 scopus 로고    scopus 로고
    • Highway traffic state estimation using improved mixture Kalman filters for effective ramp metering control
    • Maui, HI
    • X. SUN, L. MUNOZ, and R. HOROWITZ, "Highway traffic state estimation using improved mixture Kalman filters for effective ramp metering control," in Proc. of the 42nd IEEE Conference on Decision and Control, vol. 6, Maui, HI, 2003.
    • (2003) Proc. of the 42nd IEEE Conference on Decision and Control , vol.6
    • SUN, X.1    MUNOZ, L.2    HOROWITZ, R.3
  • 11
    • 8744230687 scopus 로고    scopus 로고
    • Mixture Kalman filter based highway congestion mode and vehicle density estimator and its application
    • Boston, MA
    • -, "Mixture Kalman filter based highway congestion mode and vehicle density estimator and its application," in Proc. of the American Control Conference, vol. 3, Boston, MA, 2004, pp. 2098-2103.
    • (2004) Proc. of the American Control Conference , vol.3 , pp. 2098-2103
  • 12
    • 84873427724 scopus 로고    scopus 로고
    • Traffic flow reconstruction using mobile sensors and loop detector data
    • Washington D.C, Transportation Research Board, January 12-17
    • th TRB Annual Meeting. Washington D.C.: Transportation Research Board, January 12-17 2008.
    • (2008) th TRB Annual Meeting
    • HERRERA, J.1    BAYEN, A.2
  • 13
    • 11144262651 scopus 로고    scopus 로고
    • Real-time freeway traffic state estimation based on extended Kalman filter: A general approach
    • Y. WANG and M. PAPAGEORGIOU, "Real-time freeway traffic state estimation based on extended Kalman filter: a general approach," Transportation Research Part B, vol. 39, no. 2, pp. 141-167, 2005.
    • (2005) Transportation Research Part B , vol.39 , Issue.2 , pp. 141-167
    • WANG, Y.1    PAPAGEORGIOU, M.2
  • 15
    • 34047202090 scopus 로고    scopus 로고
    • D. JACQUET, M. KRSTIC, and C. CANUDAS de WIT, Optimal control of scalar one-dimensional conservation laws, in Proc. of the 25th American Control Conference, Minneapolis, MN, 2006, pp. 5213-5218.
    • D. JACQUET, M. KRSTIC, and C. CANUDAS de WIT, "Optimal control of scalar one-dimensional conservation laws," in Proc. of the 25th American Control Conference, Minneapolis, MN, 2006, pp. 5213-5218.
  • 16
    • 33845957094 scopus 로고    scopus 로고
    • Freeway traffic estimation within recursive bayesian framework
    • R. BOEL L. MIHAYLOVA and A. HEGYI, "Freeway traffic estimation within recursive bayesian framework," Automatica, vol. 43, no. 2, pp. 290-300, 2007.
    • (2007) Automatica , vol.43 , Issue.2 , pp. 290-300
    • BOEL, R.1    MIHAYLOVA, L.2    HEGYI, A.3
  • 19
  • 20
    • 0028481056 scopus 로고
    • The cell transmission model: A dynamic representation of highway traffic consistent with the hydrodynamic theory
    • C. DAGANZO, "The cell transmission model: a dynamic representation of highway traffic consistent with the hydrodynamic theory," Transportation Research Part B, vol. 28, no. 4, pp. 269-287, 1994.
    • (1994) Transportation Research Part B , vol.28 , Issue.4 , pp. 269-287
    • DAGANZO, C.1
  • 21
    • 0028803659 scopus 로고
    • The cell transmission model, part II: Network traffic
    • -, "The cell transmission model, part II: network traffic," Transportation Research Part B, vol. 29, no. 2, pp. 79-93, 1995.
    • (1995) Transportation Research Part B , vol.29 , Issue.2 , pp. 79-93
    • DAGANZO, C.1
  • 22
    • 0000181186 scopus 로고
    • A study of traffic capacity
    • B. GREENSHIELDS, "A study of traffic capacity," Highway Research Board, vol. 14, pp. 448-477, 1935.
    • (1935) Highway Research Board , vol.14 , pp. 448-477
    • GREENSHIELDS, B.1
  • 23
  • 25
    • 0000935266 scopus 로고
    • A difference method for the numerical calculation of discontinuous solutions of hydrodynamic equations
    • S. GODUNOV, "A difference method for the numerical calculation of discontinuous solutions of hydrodynamic equations," Mathematics Sbornik, vol. 47, no. 3, pp. 271-306, 1959.
    • (1959) Mathematics Sbornik , vol.47 , Issue.3 , pp. 271-306
    • GODUNOV, S.1
  • 27
    • 33750582904 scopus 로고    scopus 로고
    • Weak formulation of boundary conditions for scalar conservation laws: An application to highway traffic modelling
    • I. STRUB and A. BAYEN, "Weak formulation of boundary conditions for scalar conservation laws: An application to highway traffic modelling," Int. J. Robust Nonlinear Control, vol. 16, pp. 733-748, 2006.
    • (2006) Int. J. Robust Nonlinear Control , vol.16 , pp. 733-748
    • STRUB, I.1    BAYEN, A.2
  • 29
    • 0038697819 scopus 로고    scopus 로고
    • State space models in process tomography - approximation of state noise covariance
    • A. Seppänen, M. Vauhkonen, E. Somersalo, and J. Kaipio, "State space models in process tomography - approximation of state noise covariance," Inverse Problems in Engineering, vol. 9, pp. 561-585, 2001.
    • (2001) Inverse Problems in Engineering , vol.9 , pp. 561-585
    • Seppänen, A.1    Vauhkonen, M.2    Somersalo, E.3    Kaipio, J.4
  • 31
    • 84884550570 scopus 로고    scopus 로고
    • The ensemble kalman filter: Theoretical formulation and practical implementation
    • G. EVENSEN, "The ensemble kalman filter: theoretical formulation and practical implementation," Ocean Dynamics, vol. 53, no. 4, pp. 343-367, 2003.
    • (2003) Ocean Dynamics , vol.53 , Issue.4 , pp. 343-367
    • EVENSEN, G.1
  • 32
    • 0028193070 scopus 로고    scopus 로고
    • -, Sequential data assimilation with a nonlinear quasi-geostrophic model using monte carlo methods to forecast error statistics, Journal of Geophysical Research, 99, no. C5, pp. 10143-10 162, 1994.
    • -, "Sequential data assimilation with a nonlinear quasi-geostrophic model using monte carlo methods to forecast error statistics," Journal of Geophysical Research, vol. 99, no. C5, pp. 10143-10 162, 1994.
  • 33
    • 0035391382 scopus 로고    scopus 로고
    • Variance reduced ensemble Kalman filtering
    • A. HEEMINK, M. VERLAAN, and A. SEGERS, "Variance reduced ensemble Kalman filtering," Monthly Weather Review, vol. 129, pp. 1718-1728, 2001.
    • (2001) Monthly Weather Review , vol.129 , pp. 1718-1728
    • HEEMINK, A.1    VERLAAN, M.2    SEGERS, A.3
  • 34
    • 0032439201 scopus 로고    scopus 로고
    • Analysis scheme in the ensemble Kalman filter
    • G. BURGERS, P. VAN LEEUWEN, and G. EVENSEN, "Analysis scheme in the ensemble Kalman filter," Monthly Weather Review, vol. 126, pp. 1719-1724, 1998.
    • (1998) Monthly Weather Review , vol.126 , pp. 1719-1724
    • BURGERS, G.1    VAN LEEUWEN, P.2    EVENSEN, G.3
  • 35
    • 33748749612 scopus 로고    scopus 로고
    • Statistical inverse problems: Discretization, model reduction and inverse crimes
    • J. KAIPIO and E. SOMERSALO, "Statistical inverse problems: Discretization, model reduction and inverse crimes," Journal of Computational and Applied Mathematics, vol. 198, no. 2, pp. 493-504, 2007.
    • (2007) Journal of Computational and Applied Mathematics , vol.198 , Issue.2 , pp. 493-504
    • KAIPIO, J.1    SOMERSALO, E.2
  • 37
    • 62949178667 scopus 로고    scopus 로고
    • B. HOH, M. GRUTESER, R. HERRING, J. BAN, D. WORK, J. HERRERA, A. M. BAYEN, M. ANNAVARAM, and Q. JACOBSON, Virtual trip lines for distributed privacy-preserving traffic monitoring, to appear, MobiSys 2008, Breckenridge, CO.
    • B. HOH, M. GRUTESER, R. HERRING, J. BAN, D. WORK, J. HERRERA, A. M. BAYEN, M. ANNAVARAM, and Q. JACOBSON, "Virtual trip lines for distributed privacy-preserving traffic monitoring," to appear, MobiSys 2008, Breckenridge, CO.
  • 39
    • 38849152881 scopus 로고    scopus 로고
    • Bottleneck identification and calibration for corridor management planning
    • X. BAN, L. CHU, and H. BENOUAR, "Bottleneck identification and calibration for corridor management planning," Transportation Research Record, vol. 1999, pp. 40-53, 2007.
    • (2007) Transportation Research Record , vol.1999 , pp. 40-53
    • BAN, X.1    CHU, L.2    BENOUAR, H.3
  • 40
    • 62949205560 scopus 로고    scopus 로고
    • 511, publically available as a service provided to Bay Area commuters by the Metropolitan Transportation Commission, http://www.511.org.
    • "511," publically available as a service provided to Bay Area commuters by the Metropolitan Transportation Commission, http://www.511.org.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.