The quality of behavioral and environmental indicators used to infer the intention to change lanes

Abstract : This study focuses on the examination and comparison of selected behavioural and environmental indicators that predict the intention to change lanes. These indicators were chosen from previous driving studies and driver models. The data were gathered in a field study with an instrumented car that can log data from the driver, the car, and the environment. The collected data were analysed and modelled with the help of a "knowledge discovery framework" (Georgeon, Mille, & Bellet, 2006). The first analysis of all lane changes caused by a slow leading vehicle focuses on the following indicators: glance to the left outside mirror, turn signal, and lane crossing. It is shown that the glance to the left outside mirror could serve as a predictor with a high potential to get information about the intention to change lanes in a very early stage. However, it is important to combine this predictor with additional predictors to avoid a high false alarm rate.
Type de document :
Communication dans un congrès
International Driving Symposium on Human Factors in Driver Assessment, Training, and Vehicle Design, Jul 2007, Stevenson, United States. pp.1-7, 2007
Liste complète des métadonnées

https://hal.archives-ouvertes.fr/hal-01502732
Contributeur : Équipe Gestionnaire Des Publications Si Liris <>
Soumis le : jeudi 6 avril 2017 - 08:40:20
Dernière modification le : vendredi 10 novembre 2017 - 01:19:33

Identifiants

  • HAL Id : hal-01502732, version 1

Collections

Citation

Matthias J. Henning, Olivier L. Georgeon, Josef F. Krems. The quality of behavioral and environmental indicators used to infer the intention to change lanes. International Driving Symposium on Human Factors in Driver Assessment, Training, and Vehicle Design, Jul 2007, Stevenson, United States. pp.1-7, 2007. 〈hal-01502732〉

Partager

Métriques

Consultations de la notice

90