A Functional Driver Analyzing Concept

被引:1
作者
Islinger, Tobias [1 ]
Koehler, Thorsten [2 ]
Wolff, Christian [3 ]
机构
[1] Univ Regensburg, Continental Automot GmbH, Siemensstr 12, D-93055 Regensburg, Germany
[2] Continental Automot GmbH, D-93055 Regensburg, Germany
[3] Univ Regensburg, Media Informat, D-93053 Regensburg, Germany
关键词
D O I
10.1155/2011/413964
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
It is evident that a lot of accidents occur because of drowsiness or inattentiveness of the driver. The logical consequence is that we have to find methods to better analyze the driver. A lot of research has been spent on camera-based systems which focus on the driver's eye gaze or his head movement. But there are few systems that provide camera-free driver analyzing. This is the main goal of the work presented here which is structured in three phases, with the operational goal of having a working driver analyzer implemented in a car. The main question is: is it possible to make statements concerning the driver and his state by using vehicle data from the CAN Bus only? This paper describes the current state of driver analyzing, our overall system architecture, as well as future work. At the moment, we focus on detecting the driving style of a person.
引用
收藏
页数:4
相关论文
共 7 条
[1]  
Devi Mandalapu Sarada, 2008, 2008 1st International Conference on Emerging Trends in Engineering and Technology (ICETET), P649, DOI 10.1109/ICETET.2008.17
[2]  
Ferscha A., 2009, P 1 INT WORKSH US CE
[3]  
Itoh M., 2005, P 21 INT WORKSH BIOM
[4]   Drowsy Driving Detection Based on the Driver's Head Movement using Infrared Sensors [J].
Lee, Dongwook ;
Oh, Seungwon ;
Heo, Seongkook ;
Hahn, Minsoo .
PROCEEDINGS OF THE SECOND INTERNATIONAL SYMPOSIUM ON UNIVERSAL COMMUNICATION, 2008, :231-236
[5]   Driving Style Identification Method Based on Speed Graph Analysis [J].
Rygula, Artur .
ICBAKE: 2009 INTERNATIONAL CONFERENCE ON BIOMETRICS AND KANSEI ENGINEERING, 2009, :76-79
[6]  
Tricot N., 2002, P IEEE INT VEH S 4 0
[7]  
van den Berg J., 2009, OPEN SLEEP J, V2, P33