UM
Research on a support-vector-machine-based Variable Speed Limits control model
Wang, Wei1; Xu, Wei2; Yang, Zhao-Sheng1; Zhao, Ding-Xuan3
2011
Conference Name2011 International Conference on Transportation, Mechanical, and Electrical Engineering, TMEE 2011
Source PublicationProceedings 2011 International Conference on Transportation, Mechanical, and Electrical Engineering, TMEE 2011
Pages2234-2238
Conference Date1216, 2011 - 1218, 2011
Conference PlaceChangchun, China
Author of SourceIEEE Computer Society
AbstractThis paper studied the existing freeway main line variable speed control mechanisms. Since the Variable Speed Limits (VSL) control for freeway main line is a nonlinear system, it is difficult to predict its behavior using quantitative model. Based on the research for Support Vector Machine (SVM), the paper proposed a novel model which used support vector to build segmental variable speed control mechanism in terms of freeway main line segmentation. The definitions of model and training algorithm have been proposed. The simulation results showed that this model's structure could be determined easily, possessed strong generalized performance. This approach can enhance the controlled area's traffic flow and improve the traffic situation of freeway main lines. © 2011 IEEE.
DOI10.1109/TMEE.2011.6199664
Language英语
Fulltext Access
Citation statistics
Document TypeConference paper
CollectionUniversity of Macau
Affiliation1.College of Traffic, Jilin University, Changchun 130025, China;
2.University of Macau, 999078, China;
3.College of Mechanical, Jilin University, Changchun 130025, China
Recommended Citation
GB/T 7714
Wang, Wei,Xu, Wei,Yang, Zhao-Sheng,et al. Research on a support-vector-machine-based Variable Speed Limits control model[C]//IEEE Computer Society,2011:2234-2238.
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Wang, Wei]'s Articles
[Xu, Wei]'s Articles
[Yang, Zhao-Sheng]'s Articles
Baidu academic
Similar articles in Baidu academic
[Wang, Wei]'s Articles
[Xu, Wei]'s Articles
[Yang, Zhao-Sheng]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Wang, Wei]'s Articles
[Xu, Wei]'s Articles
[Yang, Zhao-Sheng]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.