International Journal of Automotive Engineering
Online ISSN : 2185-0992
Print ISSN : 2185-0984
ISSN-L : 2185-0992
Research Paper
Trajectory Prediction of Surrounding Vehicles Considering Individual Driving Characteristics
Hanwool WooYonghoon JiYusuke TamuraYasuhide KurodaTakashi SuganoYasunori YamamotoAtsushi YamashitaHajime Asama
Author information
JOURNALS OPEN ACCESS

2018 Volume 9 Issue 4 Pages 282-288

Details
Abstract

We propose a method to predict trajectories of surrounding vehicles considering individual drivingcharacteristics. Trajectory prediction of surrounding vehicles is attracting a lot of attention now, and it is expected to apply to advanced driver assistance systems. However, previous methods perform the trajectory prediction based on common driving patterns even though each driver shows a different driving characteristic. The proposed method focuses on the following behavior behind the preceding vehicle and estimates a driving characteristic of each driver using machine learning techniques. Based on the estimation result, the proposed method adjusts the prediction model and appropriately generates a trajectory. As the result, the performance of trajectory prediction can be dramatically improved.

Information related to the author
© 2018 Society of Automotive Engineers of Japan, Inc
Previous article Next article
feedback
Top