Using neural networks to identify driving style and headway control behavior of drivers

被引：36

作者：

MacAdam, C ^{[1
]}

Bareket, Z ^{[1
]}

Fancher, P ^{[1
]}

Ervin, R ^{[1
]}

机构：

[1] Univ Michigan, Transportat Res Inst, Ann Arbor, MI 48109 USA

来源：

VEHICLE SYSTEM DYNAMICS | 1998年 / 29卷

关键词：

D O I：

10.1080/00423119808969557

中图分类号：

TH [机械、仪表工业];

学科分类号：

0802 ;

摘要：

This paper illustrates the use of neural network techniques for analyzing headway data collected from a group of 36 driving subjects during normal on-highway driving. Pattern recognition methods are used to identify different types of headway-keeping behavior exhibited by these drivers and their relative distributions. Possibilities for using neural networks to represent longitudinal control behavior of drivers are also considered and discussed.

引用

页码：143 / 160

页数：18