A traffic flow forecasting model based on BP neural network

PEITS 2009 - 2009 2nd Conference on Power Electronics and Intelligent Transportation System

Volumn 3, Issue , 2009, Pages 311-314

  Guo, Xiaojian ^a   Zhu, Quan ^a  

^a JIANGXI UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

Backpropagation; Crossroad; Intelligent transportation system; Neural network; Traffic flow forecasting

Indexed keywords

BACK-PROPAGATION NEURAL NETWORKS; BP NEURAL NETWORKS; CROSSROAD; FLOW PREDICTION; FORECASTING MODELS; INTELLIGENT TRANSPORTATION SYSTEM; INTELLIGENT TRANSPORTATION SYSTEMS; NEURAL NETWORK MODEL; REASONABLE ACCURACY; SHORT-TERM TRAFFIC FLOW; TRAFFIC FLOW; TRAFFIC FLOW FORECASTING; URBAN ROAD NETWORKS; URBAN TRAFFIC SYSTEM;

BACKPROPAGATION; ELECTRIC LOAD FORECASTING; INTELLIGENT VEHICLE HIGHWAY SYSTEMS; MOTOR TRANSPORTATION; POWER ELECTRONICS; TRAFFIC CONTROL; TRAFFIC SURVEYS;

NEURAL NETWORKS;

EID: 77749314587     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PEITS.2009.5406865     Document Type: Conference Paper

References (7)

1. Ichiro Masaki, A Brief History of ITS. USA: Massachmsetts Institute of Technology, 1999.
2. Voort M., Dougtherty M., and Watson S., "Combining Kohonen maps with ARIMA time series models to forcast traffic flow," Transpotation Research C. 1996, 4(5), pp. 307-318.
3. th International Symposium on Transportation and Traffic Theory, Lyon, France, 24-26 July 1996. Elseiver, Amsterdam, pp. 41-54.
4. B. Liu, Y. Li, H. Yang, X. Sui, D. Niu, "Research on forecasting model in short term traffic flow based on data mining technology", Proceedings of the Sixth InternationalConference on Intelligent Systems Design and Applications, Jinan, China, 2006, pp. 707-712.
5. Dougherty M., and Cobbett M., "Short-term inter-urban traffic forecasts using neural networks," International Journal of Forecasting, 13, 1997, pp.21-31.
6. Brian L., Smith, and Michael J., "Demetsky Traffic Flow Forecasting: Compatition of Modeling Approachies," Journal of Transportation Engineering, July/August 1997, pp.261-266.
7. L. A. Zadeh, "Outline of a new approach to the analysis of complex systems and decision processed," IEEE Trans. Syst., Man, Cybern., vol. SMC-3, Feb 1973, pp. 28-44.