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Volumn , Issue 2188, 2010, Pages 119-130

Adaptive estimation of noise covariance matrices in unscented Kalman filter for multiclass traffic flow model

Author keywords

[No Author keywords available]

Indexed keywords

BANDPASS FILTERS; COVARIANCE MATRIX; LINEAR SYSTEMS; STATE ESTIMATION; TRAFFIC CONTROL;

EID: 79551597253     PISSN: 03611981     EISSN: None     Source Type: Journal    
DOI: 10.3141/2188-13     Document Type: Article
Times cited : (11)

References (16)
  • 1
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    • Real-time freeway traffic state estimation based on extended kalman filter: A general approach
    • Wang, Y., and M. Papageorgiou. Real-Time Freeway Traffic State Estimation Based on Extended Kalman Filter: A General Approach. Transportation Research Part B, Vol. 39, 2005, pp. 141-167.
    • (2005) Transportation Research Part B , vol.39 , pp. 141-167
    • Wang, Y.1    Papageorgiou, M.2
  • 2
    • 33748429561 scopus 로고    scopus 로고
    • RENAISSANCE: A unified macroscopic model-based approach to real-time freeway network traffic surveillance
    • Wang, Y., M. Papageorgiou, and A. Messmer. RENAISSANCE: A Unified Macroscopic Model-Based Approach to Real-Time Freeway Network Traffic Surveillance. Transportation Research Part C, Vol. 14, 2006, pp. 190-212.
    • (2006) Transportation Research Part C , vol.14 , pp. 190-212
    • Wang, Y.1    Papageorgiou, M.2    Messmer, A.3
  • 4
    • 36448937138 scopus 로고    scopus 로고
    • Applicable filtering framework for online multiclass freeway network estimation
    • Ngoduy, D. Applicable Filtering Framework for Online Multiclass Freeway Network Estimation. Physica A, Vol. 387, 2008, pp. 599-616.
    • (2008) Physica A , vol.387 , pp. 599-616
    • Ngoduy, D.1
  • 5
    • 0036058369 scopus 로고    scopus 로고
    • Reduced sigma point filters for the propagation of means and covariances through nonlinear transformations
    • Anchorage, Alaska
    • Julier, S., and J. Uhlmann. Reduced Sigma Point Filters for the Propagation of Means and Covariances Through Nonlinear Transformations. Proc., American Control Conference, Anchorage, Alaska, 2002.
    • (2002) Proc., American Control Conference
    • Julier, S.1    Uhlmann, J.2
  • 6
    • 21244437999 scopus 로고    scopus 로고
    • Unscented kalman filter for non-linear estimation
    • Julier, S., and J. Uhlmann. Unscented Kalman Filter for Non-Linear Estimation. Proc., IEEE Symposium, 2004.
    • (2004) Proc., IEEE Symposium
    • Julier, S.1    Uhlmann, J.2
  • 7
    • 8344287766 scopus 로고    scopus 로고
    • PhD dissertation OGI School of Science 130 Transportation Research Record 2188 and Engineering, Oregon Health and Science University, Portland
    • Merwe, R. Sigma-Point Kalman Filter for Probabilistic Inference in Dynamic State-Space Models. PhD dissertation. OGI School of Science 130 Transportation Research Record 2188 and Engineering, Oregon Health and Science University, Portland, 2004.
    • (2004) Sigma-Point Kalman Filter for Probabilistic Inference in Dynamic State-Space Models
    • Merwe, R.1
  • 10
    • 0016060378 scopus 로고
    • Estimation of noise covariance matrices for a linear time-varying stochastic process
    • Belanger, P. R. Estimation of Noise Covariance Matrices for a Linear Time-Varying Stochastic Process. Automatica, Vol. 10, 1973, pp. 267-275.
    • (1973) Automatica , vol.10 , pp. 267-275
    • Belanger, P.R.1
  • 11
    • 0033722634 scopus 로고    scopus 로고
    • Parameter estimation for non-linear systems: Adaptive innovations model filters versus adaptive extended kalman filters
    • Goa, India
    • Bohn, C. Parameter Estimation for Non-Linear Systems: Adaptive Innovations Model Filters Versus Adaptive Extended Kalman Filters. Proc., IEEE International Conference on Industrial Technology, Goa, India, 2000.
    • (2000) Proc., IEEE International Conference on Industrial Technology
    • Bohn, C.1
  • 13
    • 41849131513 scopus 로고    scopus 로고
    • A comparison of filter configurations for freeway traffic state estimation
    • Toronto, Ontario, Canada
    • Hegyi, A. A Comparison of Filter Configurations for Freeway Traffic State Estimation. In IEEE ITSC Conference on Intelligent Transportation Systems, Toronto, Ontario, Canada, 2006.
    • (2006) IEEE ITSC Conference on Intelligent Transportation Systems
    • Hegyi, A.1
  • 14
    • 34548757919 scopus 로고    scopus 로고
    • Multiclass first-order simulation model to explain non-linear traffic phenomena
    • Ngoduy, D., and R. Liu. Multiclass First-Order Simulation Model to Explain Non-Linear Traffic Phenomena. Physica A, Vol. 385, 2007, pp. 667-682.
    • (2007) Physica A , vol.385 , pp. 667-682
    • Ngoduy, D.1    Liu, R.2
  • 15


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.