{"title":"Computational Models of Vehicle Collision Prediction by Means of DSRC Technology","authors":"D. Vasilchenkova","doi":"10.1109/RusAutoCon49822.2020.9208229","DOIUrl":null,"url":null,"abstract":"The article is devoted to the concept and technology of vehicle collision preventing. The problem is solved using means of short-range radio communication class DSRC (Dedicated Short Range Communications). The main stage of solving the problem is short-term prediction of vehicle traffic. Three models based on the kinetic approach and classical approximation methods are proposed. The experimental simulation results obtained using software Simulation of Urban Mobility for automobile traffic on a fragment of a real city road network are presented. The main problem of modeling is reducing a number of erroneous collision signals. The best results are shown by the model of adaptive coordinate interpolation that takes into account a curvature of a path.","PeriodicalId":101834,"journal":{"name":"2020 International Russian Automation Conference (RusAutoCon)","volume":"409 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 International Russian Automation Conference (RusAutoCon)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/RusAutoCon49822.2020.9208229","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
The article is devoted to the concept and technology of vehicle collision preventing. The problem is solved using means of short-range radio communication class DSRC (Dedicated Short Range Communications). The main stage of solving the problem is short-term prediction of vehicle traffic. Three models based on the kinetic approach and classical approximation methods are proposed. The experimental simulation results obtained using software Simulation of Urban Mobility for automobile traffic on a fragment of a real city road network are presented. The main problem of modeling is reducing a number of erroneous collision signals. The best results are shown by the model of adaptive coordinate interpolation that takes into account a curvature of a path.
本文介绍了汽车防撞的概念和技术。使用短程无线电通信类DSRC(专用短程通信)手段解决了这个问题。解决这一问题的主要阶段是对车辆流量的短期预测。提出了基于动力学方法和经典逼近方法的三种模型。本文给出了利用城市交通仿真软件simulation of Urban Mobility对某真实城市路网片段上的汽车交通进行实验仿真的结果。建模的主要问题是减少错误碰撞信号的数量。考虑路径曲率的自适应坐标插值模型得到了较好的插值效果。