Vigilance monitoring for operator safety: A simulation study on highway driving

被引:37
|
作者
Desai, A. V. [1 ]
Haque, M. A. [1 ]
机构
[1] Penn State Univ, Dept Mech & Nucl Engn, University Pk, PA 16802 USA
关键词
drowsiness detection; driving simulation; vehicle-human interface; accident prevention; spikiness index;
D O I
10.1016/j.jsr.2005.11.003
中图分类号
TB18 [人体工程学];
学科分类号
1201 ;
摘要
Introduction: Alertness of individuals operating vehicles, aircrafts, and machinery is a pre-requisite for safety of the individual and for avoiding economic losses. In this paper, we present a new technique for determining the alertness level of the operator and elaborate the methodology for the specific case of highway driving. Method: Our hypothesis is that the time derivative of force exerted by the driver at the vehicle-human interfaces can be used to construct a signature of individual driving styles and to discern different levels of alertness. Results: In this study, we present experimental results corroborating this hypothesis and introduce a parameter, 'spikiness index,' for the time series data of the force derivative to quantify driver alertness. Impact on Industry: The low cost, ruggedness, and low-volume data processing requirements of the proposed technique give it a competitive edge over existing predominantly image processing based vigilance monitoring systems. (c) 2006 National Safety Council and Elsevier Ltd. All rights reserved.
引用
收藏
页码:139 / 147
页数:9
相关论文
共 50 条
  • [1] VIGILANCE UNDER HIGHWAY DRIVING CONDITIONS
    DOBBINS, DA
    TIEDEMANN, JG
    SKORDAHL, DM
    PERCEPTUAL AND MOTOR SKILLS, 1963, 16 (01) : 38 - 38
  • [2] VIGILANCE VARIATIONS DURING HIGHWAY DRIVING
    LECRET, F
    PIN, MC
    CURA, J
    POTTIER, M
    TRAVAIL HUMAIN, 1968, 31 (3-4): : 332 - &
  • [3] VIGILANCE UNDER HIGHWAY DRIVING CONDITIONS
    DOBBINS, DA
    TIEDEMANN, JG
    SKORDAHL, DM
    AMERICAN PSYCHOLOGIST, 1962, 17 (06) : 380 - 380
  • [4] Study on the Effectiveness of Driving Fatigue Prevention Safety Facility on Grassland Highway Based on Driving Simulation
    Liu, Yibing
    Zhao, Xiaohua
    Wu, YiPing
    INTERNATIONAL CONFERENCE ON TRANSPORTATION AND DEVELOPMENT 2020: TRANSPORTATION SAFETY, 2020, : 264 - 274
  • [5] PERCEPTUAL DEFENSE AND VIGILANCE AND DRIVING SAFETY
    BLOOMER, RH
    TRAFFIC QUARTERLY, 1962, 16 (04): : 549 - 558
  • [6] VIGILANCE AS A SAFETY INDICATOR IN CAR DRIVING
    LECRET, F
    POTTIER, M
    TRAVAIL HUMAIN, 1971, 34 (01): : 51 - +
  • [7] DRIVING ON HIGHWAY - EFFECT OF TRAFFIC LIGHTS ON LEVEL OF VIGILANCE OF DRIVER
    LECRET, F
    ERGONOMICS, 1973, 16 (03) : 305 - 305
  • [8] Vigilance and highway driving: the impact of monotony and individual differences.
    Thiffault, P
    Bergeron, J
    INTERNATIONAL JOURNAL OF PSYCHOLOGY, 2000, 35 (3-4) : 287 - 287
  • [9] Study of a simulator database and an experiment for the evaluation of highway driving safety
    Kim, Baeyoung
    Jeong, ChoongMin
    Suh, Myungwon
    JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2011, 25 (02) : 537 - 542
  • [10] Study on Highway Safety Simulation Evaluation Model and Method
    Wei, Yongqiu
    Zhao, Liping
    Yang, Hongzhi
    PROGRESS IN CIVIL ENGINEERING, PTS 1-4, 2012, 170-173 : 3677 - +