Development of a method for detecting jerks in safety critical events

被引:93
作者
Bagdadi, Omar [1 ,2 ]
Varhelyi, Andras [2 ]
机构
[1] VTI, Swedish Natl Rd & Transport Res Inst, SE-78129 Borlange, Sweden
[2] Lund Univ, Dept Technol & Soc, Lund, Sweden
关键词
Safety critical events; Acceleration profiles; Jerks; DIFFERENTIATION; ALGORITHMS; BEHAVIOR;
D O I
10.1016/j.aap.2012.03.032
中图分类号
TB18 [人体工程学];
学科分类号
1201 ;
摘要
A new method for detecting jerks in safety critical events, based on the characteristics of the braking caused by the driver in time critical situations, has been developed and evaluated in a small pilot test and also applied on a naturalistic driving study. A portable event data recorder, capable of measuring and recording acceleration profiles for a predetermined time period before and after the safety critical situation, has also been developed to ensure high data quality used to evaluate the proposed method. Thus, an analysis of the acceleration profile is possible during the entire braking event. The study involves analyses of acceleration profiles and different characteristics of the rate of change of the acceleration profiles, i.e. jerks, such as negative jerk, used in previous studies, and a peak-to-peak value of the jerk. The finding is that the proposed method provides a more distinct difference between critical and potentially critical events and thus may be an appropriate method used to detect safety critical events. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:83 / 91
页数:9
相关论文
共 21 条
[1]  
af Whlberg AE., 2000, Transp Res F Traffic Psychol Behav, V3, P29, DOI [DOI 10.1016/S1369-8478(00)00012-7, 10.1016/S1369-8478(00)00012-7]
[2]   Jerky driving-An indicator of accident proneness? [J].
Bagdadi, Omar ;
Varhelyi, Andras .
ACCIDENT ANALYSIS AND PREVENTION, 2011, 43 (04) :1359-1363
[3]   SMOOTHING AND DIFFERENTIATION BY AN ADAPTIVE-DEGREE POLYNOMIAL FILTER [J].
BARAK, P .
ANALYTICAL CHEMISTRY, 1995, 67 (17) :2758-2762
[4]   Noise reduction in Raman spectra:: Finite impulse response filtration versus Savitzky-Golay smoothing [J].
Clupek, Martin ;
Matejka, Pavel ;
Volka, Karel .
JOURNAL OF RAMAN SPECTROSCOPY, 2007, 38 (09) :1174-1179
[5]  
DINGUS TA, 2006, 810593 DOT HS NAT HI
[6]  
Hyden C., 1987, U LUND B, V70
[7]   A comparative study on several algorithms for denoising of thin layer densitograms [J].
Komsta, Lukasz .
ANALYTICA CHIMICA ACTA, 2009, 641 (1-2) :52-58
[8]   Savitzky-Golay smoothing and differentiation filter for even number data [J].
Luo, JW ;
Ying, K ;
Bai, J .
SIGNAL PROCESSING, 2005, 85 (07) :1429-1434
[9]   Properties of Savitzky-Golay digital differentiators [J].
Luo, JW ;
Ying, K ;
He, P ;
Bai, J .
DIGITAL SIGNAL PROCESSING, 2005, 15 (02) :122-136
[10]   The development of an automatic method of safety monitoring at Pelican crossings [J].
Malkhamah, S ;
Tight, M ;
Montgomery, F .
ACCIDENT ANALYSIS AND PREVENTION, 2005, 37 (05) :938-946