Motorway incident detection using principal component analysis

IEE Colloquium (Digest)

Volumn , Issue 123, 1997, Pages

  Chen, Haibo ^a   Boyle, Roger ^a   Montgomery, Frank ^a   Kirby, Howard ^b   Dougherty, Mark ^c  

^a UNIVERSITY OF LEEDS   (United Kingdom)

^b EDINBURGH NAPIER UNIVERSITY   (United Kingdom)

^c DALARNA UNIVERSITY   (Sweden)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DETECTORS; HIGHWAY ADMINISTRATION; MOTOR TRANSPORTATION; NEURAL NETWORKS;

MOTORWAY INCIDENT DETECTION; PRINCIPAL COMPONENT ANALYSIS (PCA);

HIGHWAY TRAFFIC CONTROL;

EID: 0031547994     PISSN: 09633308     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (9)

1. Ahmed, S. R. and Cook, A. R. (1982). Application of time-series analysis techniques to freeway incident detection. Transp. Res. Record., 841, p 19-21.
2. Chang, E. C. and Wang, S. (1994). Improved Freeway incident Detection using Fuzzy Set Theory. Transp. Res. Rec., 1453, p75-82.
3. Cheu, R. L. and Ritchie, S. G. (1995). Automated Detection of Lane-Blocking Freeway Incidents using Artificial Neural Networks. Transp. Res., 3C(6), p371-88.
4. Levin, M. and Krause, G. M. (1978). Incident detection: A bayesian approach. Tr. Res. Rec., 682, p52-58.
5. Oja, E. (1992). Principal components, minor components, and linear neural networks. Neural Networks, vol. 5, p927-935.
6. Payne, H. J. and Tignor, S. C. (1978). Freeway incident-detection algorithm based on decision trees with states. Transp. Res. Rec., 682, p30-37.
7. Persaud, B. and Hall, F. L. (1989). Catastrophe theory and patterns in 30-second freeway traffic data - Implications for incident detection. Transp. Res, 23A, p 103-113.
8. Roberts, N. P., Webb, S. A. and Coe, G. A. (1994) "Incidents on Mortorways", TRL Project Report 84.
9. Shepherd, S. and Chen, H. (1996). Investigation of network performance prediction: feasibility study - development of the test bed. ITS Technical Note 402.