Modeling and Recognizing Driver Behavior Based on Driving Data: A Survey. (10th February 2014)

• Record Type: Journal Article
• Authors: Wang, Wenshuo; Xi, Junqiang; Chen, Huiyan
• Other Names: Yang Rongni Academic Editor.
• Is Part Of: Mathematical problems in engineering. Volume 2014(2014)
• Publication Date: 2014-02-10
• Subjects: Engineering mathematics -- Periodicals; 510.2462
• DOI: 10.1155/2014/245641
• Languages: English
• ISSNs: 1024-123X

Abstract

Abstract : In recent years, modeling and recognizing driver behavior have become crucial to understanding intelligence transport systems, human-vehicle systems, and intelligent vehicle systems. A wide range of both mathematical identification methods and modeling methods of driver behavior are presented from the control point of view in this paper based on the driving data, such as the brake/throttle pedal position and the steering wheel angle, among others. Subsequently, the driver's characteristics derived from the driver model are embedded into the advanced driver assistance systems, and the evaluation and verification of vehicle systems based on the driver model are described.