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基于驾驶行为的驾驶倾向特征辨识

商强 谭德荣 张晓琳 董春迎

山东理工大学学报(自然科学版)Issue(4):1-4,4.
山东理工大学学报(自然科学版)Issue(4):1-4,4.

基于驾驶行为的驾驶倾向特征辨识

Identify the driver's tendency feature based on driving behavior

商强 1谭德荣 1张晓琳 1董春迎1

作者信息

  • 1. 山东理工大学交通与车辆工程学院,山东淄博255091
  • 折叠

摘要

Abstract

Real-time recognition of driving tendency has a positive meaning in safe driving ,but it is difficult to identify driving tendency real time and accurately .We select the driver's braking fre-quency ,acceleration frequency ,emergency degree of braking and acceleration as the evaluation index through analyzing the external expressions of driving tendency ,obtain each evaluation in-dex data from the real vehicle test which will be used to construct training samples ,build driving tendency identification model and realize the recognition from the driving behavior to the driving tendency using BP neural network .This model is verified and the recognition rate is 89 .2% .

关键词

驾驶行为/神经网络/驾驶倾向/交通安全

Key words

driving behavior/neural network/driver's tendency/traffic safety

分类

交通工程

引用本文复制引用

商强,谭德荣,张晓琳,董春迎..基于驾驶行为的驾驶倾向特征辨识[J].山东理工大学学报(自然科学版),2013,(4):1-4,4.

基金项目

国家自然科学基金资助项目(61074140);山东省自然科学基金资助项目 ()

山东理工大学学报(自然科学版)

1672-6197

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