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http://dx.doi.org/10.7471/ikeee.2018.22.3.866

A Study on the Evaluation of Driver's Collision Avoidance Maneuver based on GMDH  

Lee, Jong-Hyeon (School of Electronic and Electrical Engineering, Daegu Catholic University)
Oh, Ji-Yong (School of Electronic and Electrical Engineering, Daegu Catholic University)
Kim, Gu-Yong (School of Electronic and Electrical Engineering, Daegu Catholic University)
Kim, Jong-Hae (School of Electronic and Electrical Engineering, Daegu Catholic University)
Publication Information
Journal of IKEEE / v.22, no.3, 2018 , pp. 866-869 More about this Journal
Abstract
This paper presents the analysis of the human driving behavior based on the expression as a GMDH technique focusing on the driver's collision avoidance maneuver. The driving data are collected by using the three dimensional driving simulator based on CAVE, which provides stereoscopic immersive vision. A GMDH is also introduced and applied to the measured data in order to build a mathematical model of driving behavior. From the obtained model, it is found that the longitudinal distance between cars($x_1$), the longitudinal relative velocity($x_2$) and the lateral displacement between cars($x_4$) play important roles in the collision avoidance maneuver under the 3D environments.
Keywords
CAVE; Collision Avoidance Maneuver; Driving simulator; Human driving behavior; GMDH;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
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