Title
Regression-based approach for bus trajectory estimation
Abstract
The path travel time between trips are proved to be strongly linear correlated, and the regression parameters are gradually converging to a steady value with buses travel on the route. A regression-based method for bus trajectory estimation at downstream stops was proposed, and its performance on estimation accuracy was compared with the historical-based model. The research results show that the proposed regression-based model shows a conditional higher accuracy than the historical-based model on trajectory estimation, and a two-stage model for trajectory estimation was suggested.
Year
DOI
Venue
2013
10.1109/ITSC.2013.6728502
ITSC
Keywords
Field
DocType
regression-based approach,regression analysis,two-stage model,path travel time,bus trajectory estimation,regression parameters,estimation accuracy,road traffic,historical-based model,regression-based model,trajectory,estimation theory,real time information
Real-time data,Regression,Regression analysis,Simulation,Road traffic,Estimation theory,Engineering,Travel time,Statistics,Trajectory
Conference
Volume
Issue
ISSN
null
null
null
Citations 
PageRank 
References 
0
0.34
0
Authors
3
Name
Order
Citations
PageRank
Guojun Chen100.68
Xiaoguang Yang2302.99
Haode Liu300.68