DocumentCode
3219267
Title
Neural Network Simulation-Based Research on Highway Safety Evaluation
Author
Jia Cheng ; Hongxia Guo ; Qingyao Li ; Wen Du
Author_Institution
Coll. of Traffic & Transp., South West Jiaotong Univ., Chengdu
Volume
1
fYear
2008
fDate
20-22 Oct. 2008
Firstpage
209
Lastpage
212
Abstract
With highway traffic of China developing faster and faster, safety problems are gradually becoming more and more obvious. Such problems are big threat to both peoplepsilas lives and their property. Some safety researches have been done by Predecessors. Based on these researches, this article is to employ a highway safety evaluation system made of running velocity. By using the BP neural network algorithm in MATLAB software, simulations were made to evaluate the linearity of a certain highway. And the results come out at last to prove that the method contains a certain applicable value.
Keywords
automated highways; backpropagation; neural nets; road safety; BP neural network algorithm; MATLAB software; Predecessors; highway safety evaluation system; highway traffic; neural network simulation; running velocity; Automated highways; Mathematical model; Neural networks; Road safety; Road transportation; Road vehicles; Shape; Telecommunication traffic; Traffic control; Vehicle safety;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Computation Technology and Automation (ICICTA), 2008 International Conference on
Conference_Location
Hunan
Print_ISBN
978-0-7695-3357-5
Type
conf
DOI
10.1109/ICICTA.2008.198
Filename
4659474
Link To Document