Leveraging enhanced perceptual markings for accident prevention in long-range applications near freeway exits: Evidence from driving simulation experiments

• Jingjing Zhang ,

  Contributed equally to this work with: Jingjing Zhang, Naikan Ding

  Roles Formal analysis, Writing – original draft

  Affiliations Guangxi Transportation Science and Technology Group Co., LTD, Nanning, China, Intelligent Transportation Systems Research Center, Wuhan University of Technology, Wuhan, China

  ⨯
• Naikan Ding ,

  Contributed equally to this work with: Jingjing Zhang, Naikan Ding

  Roles Conceptualization, Funding acquisition, Methodology, Writing – original draft, Writing – review & editing

  * E-mail: nkding@whut.edu.cn

  Affiliations Intelligent Transportation Systems Research Center, Wuhan University of Technology, Wuhan, China, Engineering Research Center of Transportation Information and Safety, Ministry of Education, Wuhan, China

  https://orcid.org/0000-0002-7877-7317

  ⨯
• Shuhao Wu,

  Roles Formal analysis, Writing – review & editing

  Affiliations Intelligent Transportation Systems Research Center, Wuhan University of Technology, Wuhan, China, Engineering Research Center of Transportation Information and Safety, Ministry of Education, Wuhan, China

  ⨯
• Guangyao Huang,

  Roles Software, Visualization, Writing – review & editing

  Affiliation Guangxi Transportation Science and Technology Group Co., LTD, Nanning, China

  ⨯
• Linsheng Lu

  Roles Formal analysis, Investigation, Methodology, Validation, Writing – original draft

  Affiliation Shaoguan Research Institute of Wuhan University of Technology, Shaoguan, China

  ⨯