Chapter
Jul 2, 2019
Prediction of Driving Risk during Lane Changing Process Using Physiology Information
Authors: Yan Li [email protected], Gui-zhen Chen [email protected], Fan Wang [email protected], Li-li Wang [email protected], and Jian-bei Liu [email protected]Author Affiliations
Publication: CICTP 2019
Abstract
In order to improve driving safety during the lane changing process, a driving risk prediction method using physiological information is proposed. The average fixation duration, average saccade range, average heart rate, and related vehicle speed during the lane changing process were collected to predict driving risk. A hidden Markov model was proposed to connect the field observed physiological data and driving risk. The results of the proposed model indicate that the hidden Markov model can predict driving risk of the lane changing process based on the drivers’ physiological data. The proposed model can be utilized for developing the road active safety prevention system.
Get full access to this chapter
View all available purchase options and get full access to this chapter.
Information & Authors
Information
Published In
CICTP 2019
Pages: 6179 - 6189
Copyright
© 2019 American Society of Civil Engineers.
History
Published online: Jul 2, 2019
Permissions
Request permissions for this article.
Authors
Affiliations
School of Highway, Chang’an Univ., Middle-Section of Nan’er Huan Rd., Xi’an, Shaanxi 710064, China. E-mail: [email protected]
School of Highway, Chang’an Univ., Middle-Section of Nan’er Huan Rd., Xi’an, Shaanxi 710064, China. E-mail: [email protected]
School of Highway, Chang’an Univ., Middle-Section of Nan’er Huan Rd., Xi’an, Shaanxi 710064, China. E-mail: [email protected]
School of Highway, Chang’an Univ., Middle-Section of Nan’er Huan Rd., Xi’an, Shaanxi 710064, China. E-mail: [email protected]
CCCC First Highway Consultants Co. Ltd., 205 Keji Si Rd., Xi’an, Shaanxi 710075, China. E-mail: [email protected]
Metrics & Citations
Metrics
Citations
Download citation
If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.
View Options
Get Access
Access content
Please select your options to get access
Log in/Register
Log in via your institution (Shibboleth)
ASCE Members:
Please log in to see member pricing
Purchase
Save for later Item saved, go to cart Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.
Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
Get Access
Access content
Please select your options to get access
Log in/Register
Log in via your institution (Shibboleth)
ASCE Members:
Please log in to see member pricing
Purchase
Save for later Item saved, go to cart Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.
Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.