Mixture kalman filter based highway congestion mode and vehicle density estimator and its application

Proceedings of the American Control Conference

Volumn 3, Issue , 2004, Pages 2098-2103

  Sun, Xiaotian ^a   Muñoz, Laura ^a   Horowitz, Roberto ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CELL CONFIGURATION; MIXTURE KALMAN FILTERING (MKF); VEHICLE DENSITY ESTIMATION;

COMPUTER SIMULATION; DATA REDUCTION; ESTIMATION; FLOW CONTROL; MATHEMATICAL MODELS; SWITCHING;

KALMAN FILTERING;

EID: 8744230687     PISSN: 07431619     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. "The freeway performance measurement system." [Online]. Available: http://pems.eecs.berkeley.edu/
2. X. Sun, L. Muñoz, and R. Horowitz, "Highway traffic state estimation using improved mixture Kalman filters for effective ramp metering control," in Proceedings of the 42nd IEEE Conference on Decision and Control, Maui, Hawaii, USA, Dec. 9-12 2003, pp. 6333-6338.
3. L. Muñoz, X. Sun, R. Horowitz, and L. Alvarez, "Traffic density estimation with the cell transmission model," in Proceedings of the 2003 American Control Conference, Denver, CO, USA, June 2003, pp. 3750-3755.
4. R. Chen and J. S. Liu, "Mixture Kalman filters," Journal of the Royal Statistical Society, Series B - Statistical Methodology, vol. 62, pp. 493-508, 2000.
5. L. Muñoz, X. Sun, D. Sun, G. Gomes, and R. Horowitz, "Methodological calibration of the cell transmission model," in Proceedings of the 2004 American Control Conference, Boston, MA, USA, June 30-July 2 2004, to appear.
6. G. Gomes, A. D. May, and R. Horowitz, "Calibration of VISSIM for a congested highway," in The 83rd Annual Meeting of the Transportation Research Board, Washington, D.C., Jan. 2004.
7. C. F. Daganzo, "The cell transmission model: A dynamic representation of highway traffic consistent with the hydrodynamic theory," Transportation Research Part B: Methodological, vol. 28, no. 4, pp. 269-287, Aug. 1994.
8. -, "The cell transmission model, part II: Network traffic," Transportation Research Part B: Methodological, vol. 29, no. 2, pp. 79-93, Apr. 1995.