{"title":"An investigation of following behavior and associated safety of MTWs in heterogeneous traffic","authors":"Jaikishan Damani , Perumal Vedagiri","doi":"10.1080/19427867.2023.2203995","DOIUrl":null,"url":null,"abstract":"<div><p>Motorized Two Wheelers (MTWs) possess specific driving patterns which increase their crash risk, especially in heterogeneous traffic, typically found in developing countries. Understanding the driving behavior of MTWs in such conditions is crucial for transportation researchers and vehicle manufacturers to improve driving behavior modeling, vehicle design, and risk evaluation. This study aims to model single-leader following behavior of MTWs in mixed traffic, by using Generalized Linear Modelling (GLM) technique to develop a safe-distance following model considering various factors specific to mixed traffic. Time to Collision (TTC) and Potential Index for Collision with Urgent Deceleration (PICUD) were employed for the safety assessment. Results of the study present a typical MTW following behavior and associated crash risk for heterogeneous traffic. Apart from theoretical applications such as microsimulation modeling, this study is useful for smart systems such as collision avoidance systems, in-vehicle warning and autonomous driving systems.</p></div>","PeriodicalId":48974,"journal":{"name":"Transportation Letters-The International Journal of Transportation Research","volume":"16 5","pages":"Pages 439-451"},"PeriodicalIF":3.3000,"publicationDate":"2023-04-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Transportation Letters-The International Journal of Transportation Research","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/org/science/article/pii/S1942786723000012","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"TRANSPORTATION","Score":null,"Total":0}
引用次数: 0
Abstract
Motorized Two Wheelers (MTWs) possess specific driving patterns which increase their crash risk, especially in heterogeneous traffic, typically found in developing countries. Understanding the driving behavior of MTWs in such conditions is crucial for transportation researchers and vehicle manufacturers to improve driving behavior modeling, vehicle design, and risk evaluation. This study aims to model single-leader following behavior of MTWs in mixed traffic, by using Generalized Linear Modelling (GLM) technique to develop a safe-distance following model considering various factors specific to mixed traffic. Time to Collision (TTC) and Potential Index for Collision with Urgent Deceleration (PICUD) were employed for the safety assessment. Results of the study present a typical MTW following behavior and associated crash risk for heterogeneous traffic. Apart from theoretical applications such as microsimulation modeling, this study is useful for smart systems such as collision avoidance systems, in-vehicle warning and autonomous driving systems.
期刊介绍:
Transportation Letters: The International Journal of Transportation Research is a quarterly journal that publishes high-quality peer-reviewed and mini-review papers as well as technical notes and book reviews on the state-of-the-art in transportation research.
The focus of Transportation Letters is on analytical and empirical findings, methodological papers, and theoretical and conceptual insights across all areas of research. Review resource papers that merge descriptions of the state-of-the-art with innovative and new methodological, theoretical, and conceptual insights spanning all areas of transportation research are invited and of particular interest.