首页|期刊导航|交通信息与安全|高密度立交场景下驾驶人眼动特性的性别差异

高密度立交场景下驾驶人眼动特性的性别差异OACSCD

Gender Differences in Drivers'Eye Movement Characteristics at High-Density Interchanges

中文摘要英文摘要

为了分析高密度立交环境下不同性别驾驶人在驾驶过程中眼动特性的差异,在重庆市东环立交-张家梁高密度立交段开展了38个被试者(其中有1个无效数据)的实车驾驶试验,试验采集了注视点位置、注视持续时间、注视次数、扫视幅度,扫视速度、扫视频率等眼动指标.根据立交行驶的轨迹特征,将驾驶人的行驶过程划分为了驶入主线、驶出主线、主线行驶、辅道行驶4种驾驶工况.利用k-medoids动态聚类方法将驾驶人在高速公路高密度立交的视觉兴趣区划分为7个区域,并且通过马尔科夫链构建注视转移模型,对比分析了不同性别驾驶人眼动特征和注视转移规律.分析结果表明:①驾驶人的注视时间平均值主要分布在100~200 ms,其中注视时间的最大值为299.1 ms,最小值为68.0 ms;②男性与女性驾驶人在注视频率、单次注视时间、扫视幅度和扫视频率等方面存在差异,注视频率最大值男性高于女性,为2.6 n/s,最小值女性低于男性,为0.15 n/s.扫视频率最大值女性高于男性,为7.9 n/s,最小值男性低于女性,为0.8 n/s.男性驾驶人的注视频率较低,单次注视时间较长,扫视幅度和速度较高,女性驾驶人则相反;③在常规净距立交中,男性驾驶人更关注当前车道远处及右侧后视镜,女性驾驶人更注重当前车道近前及左侧后视镜.在小净距立交中,男性驾驶人对当前车道远处和左侧后视镜的关注度更高,女性驾驶人更关注当前车道及左右侧车道前方.在主线/辅道等简单驾驶场景,女性驾驶人会对道路环境观察会更细致,男性驾驶人更关注车辆速度控制和路线规划相关的信息.

In order to analyze the differences in eye movement characteristics of drivers of different genders in a high-density interchange environment,a real vehicle driving test is conducted on the Donghuan-Zhangjialiang high-density interchange section in Chongqing,involving 38 subjects with one invalid data.Eye movement indica-tors such as fixation point position,duration,frequency,saccade amplitude,speed,and frequency are collected.Based on the trajectory characteristics of interchange driving,the driving process is divided into four conditions,in-cluding entering the main line,exiting the main line,main line driving,and auxiliary road driving.The visual driv-ers area of interest on the high-density interchange of expressway are divided into seven regions using the k-me-doids dynamic clustering method,and a fixation transition model is constructed via the Markov chain to compara-tively analyze the eye movement characteristics and fixation transition rules of drivers of different genders.The re-sults indicate that the average value of the driver's fixation time is mainly distributed in 100~200 ms,of which the maximum value of fixation time is 299.1 ms and the minimum value is 68.0 ms.There are differences between male and female drivers in terms of fixation frequency,single fixation time,saccade amplitude and saccade frequency,the maximum fixation frequency for males is higher than that for females,reaching 2.6 n/s,while the minimum for fe-males is lower than that for males,being 0.15 n/s.The maximum saccade frequency for females is higher than that for males,reaching 7.9 n/s,while the minimum for males is lower than that for females,being 0.8 n/s.Male drivers exhibit a lower frequency of fixation,longer duration of single fixation,and higher amplitude and speed of saccade,while the situation is converse for female drivers.Gender differences are also manifested in the behavior of fixation shift:in regular clearance interchanges,male drivers tend to focus more on the distant area of the current lane and the right rearview mirror,whereas female drivers pay greater attention to the nearby area of the current lane and the left rearview mirror.In small clearance interchanges,male drivers show higher concern for the distant area of the current lane and the left rearview mirror,while female drivers focus more on the front of the current lane and the front of the left and right lanes.In simple driving scenarios such as mainline/auxiliary roads,female drivers conduct more meticulous observations of the road environment,while male drivers are more preoccupied with information related to vehicle speed control and route planning.

陈泳潼;杨子邈;王涛;朱兴林;徐进

重庆交通大学交通运输学院 重庆 400074重庆市信息通信咨询设计院有限公司 重庆 400041桂林电子科技大学建筑与交通工程学院 广西 桂林 541004新疆农业大学交通与物流工程学院 乌鲁木齐 830052重庆交通大学交通运输学院 重庆 400074||新疆农业大学交通与物流工程学院 乌鲁木齐 830052

交通工程

道路交通安全高密度立交驾驶人眼动特征注视转移矩阵驾驶人性别

road traffic safetyhigh-density interchangeeye movement characteristics of driversfixation shift ma-trixgender of driver

《交通信息与安全》 2025 (5)

115-127,13

国家自然科学基金面上项目(52172340)、重庆市高校创新研究群体项目(CXQT21022)资助

10.3963/j.jssn.1674-4861.2025.05.011

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