Motorway traffic state estimation based on extended Kalman filter

European Control Conference, ECC 2003

Volumn , Issue , 2003, Pages 1934-1939

  Wang, Y ^a   Papageorgiou, M ^a   Messmer, A ^b  

^a TECHNICAL UNIVERSITY OF CRETE   (Greece)

^b NONE   (Germany)

Author keywords

Extended Kalman filter; Motorway; Stochastic macroscopic traffic flow model; Traffic state estimation

Indexed keywords

EXTENDED KALMAN FILTERS; MOTOR TRANSPORTATION; STATE ESTIMATION; STOCHASTIC MODELS; STOCHASTIC SYSTEMS;

EXTENDED KALMAN FILTERING; MOTORWAY; ON-LINE ESTIMATION; STOCHASTIC MACROSCOPIC TRAFFIC FLOW MODEL; TRAFFIC CONDITIONS; TRAFFIC DYNAMICS; TRAFFIC STATE ESTIMATION; TRAFFIC VARIABLES;

HIGHWAY TRAFFIC CONTROL;

EID: 84949111229     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.23919/ecc.2003.7085249     Document Type: Conference Paper

References (17)

1. N. Bhouri, H. Hadj-Salem, M. Papageorgiou, J.-M. Blosseville. "Estimation of traffic density on motorways", Traffic Engineering and Control, Vol. 29, pp. 579-583, (1988).
2. M. Cremer. der Verkehrsablauf auf Schnellstrassen, Springer-Verlag, Berlin, (1979).
3. M. Cremer, M. Papageorgiou, G. Schmidt. "Einsatz regelungstechnischer Mittel zur Verbesserung des Verkehrsablaufs auf Schnellstrassen", Forschung Strassenbau und Strassenverkehrstechnik, No. 307, pp. 1-44, (1980).
4. th International Symposium on Transportation and Traffic Theory, Elsevier, Amsterdam, pp. 95-111, (1990).
5. M. Cremer. Flow variables: Estimation. In "Concise Encyclopedia of Traffic and Transportation Systems", Pergamon Press, pp. 143-148, (1991).
6. D. C. Gazis, C. H. Knapp. "On-line estimation of traffic densities from time-series of flow and speed data", Transportation Science, Vol. 5, pp. 283-301, (1971).
7. M. S. Grewal, H. J. Payne. "Identification of parameters in a freeway traffic model", IEEE Trans. Systems, Man and Cybernetics, Vol. 6, pp. 176-185, (1976)
8. C. H. Knapp. "Traffic estimation and control of bottlenecks", Proc. IEEE Systems, Men and Cybernetics Conference, pp. 469-472, (1972).
9. th IEEE Conference on Decision & Control, Tampa, Florida, pp. 1012-1017, (1998).
10. J. Meier, H. Wehlan. "Section-wise modelling of traffic flow and its application in traffic state estimation", Proc. 2001 IEEE Conference on ITS, Oakland, California, pp. 442-447, (2001).
11. N. E. Nahi. "Freeway-traffic data processing", Proc. IEEE, Vol. 61, pp. 537-541, (1973).
12. N. E. Nahi, A. N. Trivedi. "Recursive estimation of traffic variables: section density and average speed", Transportation Science, Vol. 7, pp. 269-286, (1973).
13. M. Papageorgiou. Application of Automatic Control Concepts to Traffic Flow Modelling and Control, Springer Verlag, New York, (1983).
14. M. Papageorgiou, J.-M. Blosseville. H. Haj-Salem. "Modelling and real-time control of traffic flow on the southern part of Boulevard Périphérique in Paris-Part I: Modelling", Transportation Research A, Vol. 24, pp. 345-359, (1990).
15. th Intern. Symposium on Transportation and Traffic Theory, Elsevier, Amsterdam, pp. 139-156, (1987).
16. M. W. Szeto, D. C. Gazis. "Application of Kalman filtering to the surveillance and control of traffic systems", Transportation Science, Vol. 6, pp. 419-439, (1972).
17. Y. Wang, M. Papageorgiou. "Real-time freeway traffic state estimation based on extended Kalman filter: a general approach", Submitted to Transportation Research B, (2003).