Advanced driver assistant system using telematics

Shuguang Li, Shigeyuki Yamabe, Yoichi Sato, Yoshihiro Suda, Naiwala P. Chandrasiri, Kazunari Nawa

研究成果: Conference contribution

2 被引用数 (Scopus)

抄録

We have developed a new driving assistant system that can help low-skilled drivers improve their driving skill. There are three key contributions. First, we have developed a statistical method to extract distinctions between high- and low-skilled drivers based on AdaBoost, which selects a small number of critical operation features between high- and low-skilled drivers. The second is that a driving skill evaluation model is built based on extracted features. Finally, we performed a series of experiments using a driving simulator, in which advice based on extracted features was supplied to low skilled drivers. Result shows advices were effective improved drivers' driving skill.

本文言語English
ホスト出版物のタイトル7th IFAC Symposium on Advances in Automotive Control, AAC 2013 - Proceedings
ページ637-642
ページ数6
PART 1
DOI
出版ステータスPublished - 2013 10 24
外部発表はい
イベント7th IFAC Symposium on Advances in Automotive Control, AAC 2013 - Tokyo, Japan
継続期間: 2013 9 42013 9 7

出版物シリーズ

名前IFAC Proceedings Volumes (IFAC-PapersOnline)
番号PART 1
7
ISSN(印刷版)1474-6670

Conference

Conference7th IFAC Symposium on Advances in Automotive Control, AAC 2013
国/地域Japan
CityTokyo
Period13/9/413/9/7

ASJC Scopus subject areas

  • 制御およびシステム工学

フィンガープリント

「Advanced driver assistant system using telematics」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル