Analyzing eye-movements of drivers with different experiences when making a turn

Bo Wu, Shoji Nishimura, Qun Jin, Yishui Zhu

研究成果: Conference contribution

抄録

The driver's driving experience is one of the important factors affecting his or her behaviors. Prior studies have noted the effect of driving experiences on drivers' eye-movements when right-turning. However, related studies usually focused on the accident scenarios, for drivers' eye-movements on daily driving when facing right-turn, the effects of drivers' experience remain unknown. Therefore, according to design and apply a set of experiments, this paper focused on the analysis of driver's eye-movements during the daily right-turn task to compare the differences between Experienced and Novice drivers. A total of 10 drivers were invited and be classified into two groups (Experienced and Novice) to participate in the experiments. All of the drivers are driving on the right-hand side of the road, and the steering wheel is on the left side of the vehicle. The aimed data were collected by a set of glasses type eye-tracker and be further classified into four driving vision-based AOI (Areas of Interest). The results of Mann-Whitney U-tests showed that Novice drivers have a disordered line of sight and tend to spend more attention on their right view and switch their line of sight back and forth between the AOIs. Moreover, Experienced drivers more tend to keep their view directly in front of their heads instead of using the peripheral vision. The results of this study may provide guidelines to prevent accidents in Advanced Driver Assistance Systems (ADAS) and offers useful insights for the training of new drivers.

本文言語English
ホスト出版物のタイトルProceedings - 2020 16th International Conference on Mobility, Sensing and Networking, MSN 2020
出版社Institute of Electrical and Electronics Engineers Inc.
ページ502-507
ページ数6
ISBN(電子版)9781728199160
DOI
出版ステータスPublished - 2020 12
イベント16th International Conference on Mobility, Sensing and Networking, MSN 2020 - Tokyo, Japan
継続期間: 2020 12 172020 12 19

出版物シリーズ

名前Proceedings - 2020 16th International Conference on Mobility, Sensing and Networking, MSN 2020

Conference

Conference16th International Conference on Mobility, Sensing and Networking, MSN 2020
国/地域Japan
CityTokyo
Period20/12/1720/12/19

ASJC Scopus subject areas

  • コンピュータ ネットワークおよび通信
  • 情報システムおよび情報管理
  • 安全性、リスク、信頼性、品質管理
  • 器械工学

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