Improving travel time estimates from inductive loop and toll collection data with dempster-shafer data fusion

Transportation Research Record

Volumn , Issue 2129, 2009, Pages 73-80

  El Faouzi, Nour Eddin ^a   Klein, Lawrence A ^b   De Mouzon, Olivier ^a  

^a UNIVERSITÉ DE LYON   (France)

^b Klein and Associates   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMOBILE DRIVERS; DATA FUSION; IMAGE RESOLUTION; INDUCTIVE SENSORS; MATRIX ALGEBRA; ROADS AND STREETS; TRAFFIC CONTROL;

CONFUSION MATRIX; DEMPSTER RULE; DEMPSTER-SHAFER; INDUCTIVE LOOPS; ROAD SECTION; TRAFFIC MANAGERS; TRAVEL TIME DATA; TRAVEL TIME ESTIMATION; TRAVEL-TIME; TWO SOURCES;

TRAVEL TIME;

EID: 76149085548     PISSN: 03611981     EISSN: None     Source Type: Journal    
DOI: 10.3141/2129-09     Document Type: Article

References (12)

1. Shafer, G. A Mathematical Theory of Evidence. Princeton University Press, Princeton, N.J., 1976.
2. Waltz, E., and J. Llinas. Multisensor Data Fusion. Artech House, Norwood, Mass., 1990.
3. Klein, L. A. Sensor Technologies and Data Requirements for ITS. Artech House, Norwood, Mass., 2001.
4. Klein, L. A. Sensor and Data Fusion: A Tool for Information Assessment and Decision Making. Monograph 138. SPIE Press, Bellingham, Wash., 2007.
5. White, F. E., Jr. Joint Directors of Laboratories Data Fusion Subpanel Report: SIGINT session. Technical Proceedings of Joint Service Data Fusion Symposium, Vol.I, DFS-90, 1990, pp. 469-484.
6. Data Fusion Development Strategy Panel. Functional Description of the Data Fusion Process. Office of Naval Technology, Washington, D.C., 1991.
7. Steinberg, A. N., C. L. Bowman, and F. E. White. Revisions to the JDL Data Fusion Model. Proceedings of SPIE, Vol.3719, 1999, pp. 430-441.
8. Hall, D. L. Mathematical Techniques in Multisensor Data Fusion. Artech House, Norwood, Mass., 1992.
9. Byun, S. C., D. B. Choi, B. H. Ahn, and H. Ko. Traffic Incident Detection Using Evidential Reasoning Based Data Fusion. Proc., 6th World Congress on Intelligent Transportation Systems, Toronto, Canada, Nov. 1999.
10. Klein, L. A., P. Yi, and H. Teng. Decision Support System for Advanced Traffic Management Through Data Fusion. In Transportation Research Record: Journal of the Transportation Research Board, No.1804, Transportation Research Board of the National Academies, Washington, D.C., 2002, pp. 173-178.
11. El Faouzi, N.-E., A. B. Aissa, O. De Mouzon, and J. Sau. Highway Travel Time Estimation and Prediction from Toll Collection System. Transport and Traffic Engineering Laboratory, INRETS, Bron, France, 2006.
12. De Mouzon, O., and N.-E. El Faouzi. Innovative Processing of Toll Collection Data: Filtering, Enrichment and Real-Time Fusion with Loop Detectors for Travel Time Estimation. Technical Report 0604. Institut National de Recherche sur les Transports et Leurs Sécurité, Bron, France, 2006.