DocumentCode
468010
Title
Neural-Based Vehicle Travel Time Prediction Noised by Different Influence Factors
Author
Turchenko, Volodymyr ; Demchuk, Viktor
Author_Institution
Ternopil State Econ. Univ., Ternopil
fYear
2006
fDate
Feb. 28 2006-March 4 2006
Firstpage
195
Lastpage
198
Abstract
An approach to vehicle travel time prediction using neural networks taking into account a set of influence factors is presented in this paper. There is considered development of the simulation model for experimental researches and architecture of multi-layer perceptron used for the research. The achieved results are showed sufficient accuracy of proposed approach.
Keywords
multilayer perceptrons; neural nets; road vehicles; traffic engineering computing; transportation; influence factors; multi-layer perceptron; neural networks; vehicle travel time prediction; Artificial intelligence; Artificial neural networks; Intelligent systems; Intelligent transportation systems; Intelligent vehicles; Multilayer perceptrons; Neural networks; Predictive models; Road transportation; Traffic control; artificial neural networks; intelligent transportation systems; vehicle travel time prediction;
fLanguage
English
Publisher
ieee
Conference_Titel
Modern Problems of Radio Engineering, Telecommunications, and Computer Science, 2006. TCSET 2006. International Conference
Conference_Location
Lviv-Slavsko
Print_ISBN
966-553-507-2
Type
conf
DOI
10.1109/TCSET.2006.4404493
Filename
4404493
Link To Document