A fusion-based system for road-network traffic state surveillance: A case study of Shanghai

IEEE Intelligent Transportation Systems Magazine

Volumn 1, Issue 1, 2009, Pages 37-42

  Kong, Qing Jie ^a   Chen, Yikai ^a   Liu, Yuncai ^a  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

Author keywords

Data mining; Detectors; Global Positioning System; Real time systems; Reliability; Roads; Vehicles

Indexed keywords

ADVANCED TRAVELER INFORMATION SYSTEMS; CELL PHONE; LOOP DETECTOR; NETWORK TRAFFIC; PROBE VEHICLES; REAL TIME; ROADS; TRAFFIC INFORMATION; TRAFFIC STATE;

BIOINFORMATICS; CELL MEMBRANES; GLOBAL POSITIONING SYSTEM; INTERACTIVE COMPUTER SYSTEMS; INTERNET; MINING; ROADS AND STREETS; SENSORS; STREET TRAFFIC CONTROL; TELECOMMUNICATION EQUIPMENT;

REAL TIME SYSTEMS;

EID: 68149170978     PISSN: None     EISSN: None     Source Type: Journal    
DOI: 10.1109/MITS.2009.932719     Document Type: Article

References (15)

1. R.-L. Cheu, D.-H. Lee, and C. Xie, "An arterial speed estimation model fusing data from stationary and mobile sensors," in Proc. IEEE Intelligent Transportation Systems Conf. (ITSC'01), 2001, pp. 573-578.
2. K. Choi and Y. Chung, "A data fusion algorithm for estimating link travel time," J. Intell. Transport. Syst., vol. 7, pp. 235-260, 2002.
3. H.-S. Zhang, Y. Zhang, D.-Y. Yao, and D.-C. Hu, "An architecture of traffic state analysis based on multi-sensor fusion," in Proc. IEEE Intelligent Transportation Systems Conf. (ITSC'05), 2005, pp. 855-860.
4. N.-E. El Faouzi, "Data-driven aggregative schemes for multisource estimation fusion: A road travel time application," in Proc. SPIE Multisensor Multisource Information Fusion: Architectures, Algorithms, and Applications, 2004, pp. 351-359.
5. N.-E. El Faouzi and E. Lefevre, "Classifiers and distance-based evidential fusion for road travel time estimation," in Proc. SPIE Multisensor Multisource Information Fusion: Architectures, Algorithms, and Applications, 2006, pp. 1-16.
6. M. Papageorgiou and G. Vigos, "Relating time-occupancy measurements to space-occupancy and link vehicle-count," Transport. Res. C, vol. 16, no. 1, pp. 1-17, 2008.
7. G. Vigos, M. Papageorgiou, and Y. Wang, "Real-time estimation of vehicle-count within signalized links," Transport. Res. C, vol. 16, no. 1, pp. 18-35, 2008.
8. Z. Li, "Traffic flow modelling and traffic status analysis for city road network," Ph.D. thesis, Dept. Automation, Shanghai Jiao Tong Univ., Shanghai, China, 2007.
9. N. H. Gartner, C. Messer, and A. K. Rathi, Monograph on Traffic Flow Theory. The Federal Highway Administration (FHWA), 1996.
10. W. Shi, Q.-J. Kong, and Y. Liu, "A GPS/GIS integrated system for urban traffic flow analysis," in Proc. IEEE Intelligent Transportation Systems Conf. (ITSC'08), 2008, pp. 844-849.
11. Q.-J. Kong, Y. Chen, and Y. Liu, "An improved evidential fusion approach for real-time urban link speed estimation," in Proc. IEEE Intelligent Transportation Systems Conf. (ITSC'07), 2007, pp. 562-567.
12. N. A. Carlson, "Federated square root filter for decentralized parallel process," IEEE Trans. Aerosp. Electron. Syst., vol. 26, no. 3, pp. 517-525, 1990.
13. G. Shafer, A Mathematical Theory of Evidence. Princeton, NJ: Princeton Univ. Press, 1976.
14. H. Guo, W. Shi, and Y. Deng, "Evaluating sensor reliability in classification problems based on evidence theory," IEEE Trans. Syst., Man, Cybern. B, vol. 36, no. 5, pp. 970-981, Oct. 2006.
15. T. Denoeux, "A k-nearest neighbor classification rule based on Dempster-Shafer theory," IEEE Trans. Syst., Man, Cybern., vol. 25, no. 5, pp. 804-813, 1995.