长春工程学院学报（自然科学版）2026，Vol.27Issue(1)：93-100,8.DOI:10.3969/j.issn.1009-8984.2026.01.014
耦合驾驶行为操控强度与转移特性的驾驶风格分析
Driving style analysis of coupling driving behavior control intensity and transfer characteristics
摘要
Abstract
To delve deeper into driving styles and effectively characterize behavioral differences among driv-ers,a driving style evaluation function based on driving behavior primitives is proposed,considering the coupling relationship between the intensity and transition characteristics of driving behavior.Firstly,con-tinuous high-dimensional natural driving data is encoded into low-dimensional discrete driving behavior primitives.Secondly,based on these primitives,a driving style representation system is constructed,encom-passing primitive average intensity,primitive transition diversity,and primitive transition tendency,to de-scribe the intensity and transition characteristics of driving behavior,respectively.Finally,the entropy weight method is employed to calculate the weights of each evaluation index,and a weighted sum is used to construct the driving style evaluation function,enabling coupled analysis of the intensity and transition characteristics of driving behavior and achieving more accurate driving style evaluation results.The re-search results indicate that using driving behavior primitives as the basic analysis unit,constructing a driv-ing style representation system from both intensity and transition dimensions,and performing coupled a-nalysis can effectively enhance the accuracy and rationality of driving style evaluation results.This ap-proach facilitates a deeper understanding of driving behavior and provides a reliable research foundation for driving behavior analysis.关键词
驾驶风格/驾驶行为基元/驾驶行为操控强度/驾驶行为转移特性/驾驶风格评价函数/熵值法Key words
driving style/driving behavior primitives/driving behavior operation intensity/driving behavior transition characteristics/driving style evaluation function/entropy weight method分类
交通工程引用本文复制引用
赵友欣,崔晓彤,涂珈铭,邢硕杰,杨尚儒..耦合驾驶行为操控强度与转移特性的驾驶风格分析[J].长春工程学院学报（自然科学版）,2026,27(1):93-100,8.基金项目
吉林省大创项目(S202511437122) （S202511437122）
