Travel time prediction for school bus

17th ITS World Congress

Volumn , Issue , 2010, Pages

  Chen, Huey Kuo ^a   Wu, Che Jung ^a  

^a NATIONAL CENTRAL UNIVERSITY   (Taiwan)

Author keywords

Empirical mode decomposition; Grey theory; Hilbert huang transform; Travel time

Indexed keywords

BUS TRANSPORTATION; BUSES; FORECASTING; INTELLIGENT SYSTEMS; INTELLIGENT VEHICLE HIGHWAY SYSTEMS; MATHEMATICAL TRANSFORMATIONS; SENSITIVITY ANALYSIS; SIGNAL PROCESSING; TIME VARYING CONTROL SYSTEMS; TRAFFIC CONTROL; TRANSPORTATION;

DECOMPOSITION METHODS; EMPIRICAL MODE DECOMPOSITION; EXTERNAL INTERFERENCE; GREY THEORY; HILBERT HUANG TRANSFORMS; TRANSPORTATION MODE; TRAVEL TIME INFORMATION; TRAVEL TIME PREDICTION;

TRAVEL TIME;

EID: 84953889132     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

1. Chen, HK, Research Methods-Theory and Applications, The Center for Transportation and Logistics, Chung-Li, Taiwan, 2010. (in Chinese)
2. Chen, GC, Travel Time Prediction on Freeways Using Grey Theory, Master Thesis at Department of Civil Engineering, National Taiwan University, Taipei, Taiwan, 2004. (in Chinese)
3. Chiu, YJ, Predicting Short Term Travel Information on Freeways Using Grey Model, Master Thesis in the Department of Traffic Engineering and Management, Feng Chia University, Taichung, Taiwan, 2006. (in Chinese)
4. Cho, HJ, Lin, KH and Chang, CW, "Automobile Travel Time Prediction on Freeways-Application of Grey Theory", Proceedings of the 2007 Annual Meeting of Chinese Institute of Transportation, Taipei. (2007), pp. 229-244. (in Chinese)
5. Chou, CL, Telephone Inquiry System for the Position and Arrival Time Information of Dispatching School Buses, Master Thesis at Department of Civil Engineering, National Central University, Chung-Li City, Taiwan. (In Chinese) (2007)
6. Deng, JL, "Control Problems of Grey Systems", System and Control Letters, Vol. 1, No. 5, 1982, pp. 288-294.
7. Hsu, CI, and Wen, YH, "Improved Grey Prediction Models for the Trans-Pacific Air Passenger Market", Transportation Planning and Technology, Vol. 22, 1998, pp. 87-107.
8. Huang, NE, Shen, Z, Long, SR, Wu, MC, Shih, HH, Zheng, Q, Yen, NC, Tung, CC, and Liu, HH "The Empirical Mode Decomposition and the Hilbert Spectrum for Nonlinear and Non-Stationary Time Series Analysis", The Royal Society, Series A 454, 1998, pp. 903-995.
9. Lewis, CD, Industrial and Business Forecasting Method: A Practical Guide to Exponential Smoothing and Curve Fitting, Butterworth Scientific, London. (1982).
10. Li, GD, Yamaguchi, D., Nagai, M., "A Prediction Model Using Hybrid Grey GM (1, 1) Model", Grey System, Vol. 11, No. 1, 2008, pp. 19-26.
11. Salisbury, JI, and Wimbush, M, "Using Modern Time Series Analysis Techniques to Predict ENSO Events from the SOI Time Series", Nonlinear Processes in Geophysics, Vol. 9, 2002, pp. 341-345.
12. Wu, CJ, Combining Grey Theory and Empirical Mode Decomposition Methods for the Travel Time Prediction of School Buses along Fixed Routes, Master Thesis at Department of Civil Engineering, National Central University, Chung-Li City, Taiwan, 2008. (In Chinese)
13. Wu, Z and Huang, NE, "Ensemble Empirical Mode Decomposition: A Noise-Assisted Data Analysis Method", Advances in Adaptive Data Analysis, Vol. 1, No. 1, 2008, pp. 1-41.
14. Wen, KL, Grey Prediction-Theory and Applications, Chuan-Hwa Book Co., Taipei, 2002. (in Chinese)
15. Yang, WH, Robust Prediction on Changes of Stocks, Master Thesis, Department of Statistics at National Central University, Chung-Li, Taiwan, 2003. (in Chinese)