首页> 外文会议>COTA international conference of transportation professionals >A Study of Chinese Professional Drivers' Electroencephalogram Characteristics under Angry Driving Based on Field Experiments
【24h】

A Study of Chinese Professional Drivers' Electroencephalogram Characteristics under Angry Driving Based on Field Experiments

机译:基于现场实验的愤怒驾驶中国职业驾驶员脑电图特征研究

获取原文

摘要

Although some characteristics of physiological signals under different emotions have been studied previously, the differences of electroencephalograms (EEG) between normal driving and angry driving are generally unknown. Moreover, motorists from different countries may have different EEG characteristics because of their different customs, lifestyles, and cultures. Because of this, it is believed that the traffic environment and driving behaviors in China are very different from those in developed countries. Therefore, a study of motorist's EEG characteristics under angry driving conditions is necessary and beneficial for better understanding the impacts of aggressive driving on traffic safety, in China, where "road rage" is common. This study is different from traditional laboratory simulation experiments because ten professional drivers were recruited to drive along a real and particularly busy route in Wuhan. The EEG data and driver anger level scale reported by the driver himself were recorded. Study results show that the amplitude of EEG signal is significantly bigger under angry driving conditions. Furthermore, the mean value of frequency percentage of β waves is significantly larger under angry driving conditions than the value under normal driving conditions. Finally, the mean value of frequency percentage of 6 waves is much smaller under angry driving conditions than the value under normal driving conditions. The results can provide an effective method to distinguish between angry driving and normal driving, which can provide theoretical support for designing emotion recognition equipment in the future.
机译:尽管先前已经研究了在不同情绪下的生理信号的某些特征,但是正常驾驶和愤怒驾驶之间的脑电图(EEG)的差异通常是未知的。此外,来自不同国家的驾驶者由于其风俗,生活方式和文化的不同,可能具有不同的脑电图特征。因此,可以认为中国的交通环境和驾驶行为与发达国家大不相同。因此,在普遍存在“道路愤怒”的中国,研究生气驾驶条件下驾驶者的脑电图特征是必要的,而且对于更好地理解激进驾驶对交通安全的影响是有益的。这项研究与传统的实验室模拟实验不同,因为招募了十名专业驾驶员来沿着武汉真实而又繁忙的路线行驶。记录由驾驶员本人报告的EEG数据和驾驶员怒气程度等级。研究结果表明,在恼人的驾驶条件下,EEG信号的幅度明显更大。此外,在恼人的驾驶条件下,β波的频率百分比的平均值比在正常驾驶条件下的平均值大得多。最后,在恼人的驾驶条件下,六波频率百分比的平均值要比正常驾驶条件下的平均值小得多。结果为区分生气驾驶和正常驾驶提供了一种有效的方法,可以为今后设计情感识别设备提供理论支持。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号