基于车辆运行状态的次任务驾驶安全性评价
Driving Safety Evaluation Model for Secondary Task Driving Based on Vehicle Operation Estates
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摘要: 为研究次任务驾驶对行车安全性的影响,借助驾驶模拟器对正常和次任务驾驶过程中的车辆运行状态参数进行了采集. 基于差异显著原则,选取速度、加速度、方向盘转角等变量构建了评价指标体系,并以最少变量体现最多信息为优化目标,采用因子分析法提取出3类因子,进而确定出不同评价指标对因子的影响载荷系数,完成了基于车辆运行状态的次任务驾驶安全性评价模型构建. 综合实验数据和驾驶人类型因素,确立了模型评价得分与驾驶安全等级间的数量关系. 结果表明,所建模型能准确判断不同驾驶状态下的行车安全性,为驾驶安全的监测和预警提供了一种有效判定方法.Abstract: To study the effects of secondary task on driving safety, data by driving simulator regarding vehicle operation states under normal and secondary task driving conditions were collected and analyzed. Based on the principle of significant difference, parameters such as speed, acceleration and steering wheel angle were applied to formulate the evaluation indicator system. With the optimized target to reflect the most information utilizing least factors, 3 kinds of factor variables were abstracted by means of factor analysis to ascertain the impact load coefficients on factors of different evaluation parameters. Therefore, a driving safety evaluation model based on vehicle operation states was formulated. At last, combining experiment data and driver type, the relationship between evaluated score and safety level was established. Experiment results show that the model built in this study could estimate driving safety level in different driving conditions and the model provides an effective method for driving safety monitoring and early warning.
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