A Support Vector Regression Approach for Investigating Multianticipative Driving Behavior

A Support Vector Regression Approach for Investigating Multianticipative Driving Behavior

This paper presents a Support Vector Regression (SVR) approach that can be applied to predict the multianticipative driving behavior using vehicle trajectory data. Building upon the SVR approach, a multianticipative car-following model is developed and enhanced in learning speed and predication accu...

Full description

Bibliographic Details
Main Authors: Bin Lu, Shaoquan Ni, Scott S. Washburn
Format: Article
Language:English
Published: Hindawi Limited 2015-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2015/701926

Internet

http://dx.doi.org/10.1155/2015/701926

Similar Items