Transactions of Society of Automotive Engineers of Japan
Online ISSN : 1883-0811
Print ISSN : 0287-8321
ISSN-L : 0287-8321
Research Paper
Classification of Aged Drivers Based on Their Daily Driving and Prediction Method for the Classification using Right Turn Driving Parameters
Takashi HosokawaMotoki ShinoMinoru KamataHitoshi KanamoriYoshitaka FuwamotoYoshiyuki Umemura
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2008 Volume 39 Issue 4 Pages 4_141-4_146

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Abstract

The study aims to classify aged drivers into several groups based on their driving characteristics. Such categorizing will be useful both for development of driver assistance syatems and for driver education. We classified them depending on their driving behavior nad background(physical and lifestyle) data. We also proposed quantitative classification method using driving parameters gained through driving simulator. Linear discriminant analysis showed it is possible to classify them into four groups with correct rete 79%. After varification of the method, the paper tried to apply it to driver assistance systems as one of examples using driving simulator.

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© 2008 Society of Automotive Engineers of Japan, Inc.
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