{"title":"CarLab:车辆数据收集和处理框架","authors":"Mert D. Pesé, A. Ganesan, K. Shin","doi":"10.1145/3131944.3133940","DOIUrl":null,"url":null,"abstract":"Due to the growth of intelligent and self-driving vehicles, there are a multitude of data-driven applications such as user monitoring or traffic modeling and control. Each application often uses its own data-collection platform, leading to a scattered landscape of solutions for vehicular data-driven research and app development. We propose CarLab, a flexible and open vehicular data-collection platform which unifies this landscape of vehicular data-driven research and app development. In this paper, we survey the field of vehicular data collection, describe the system architecture of CarLab and related research issues.","PeriodicalId":297778,"journal":{"name":"Proceedings of the 2nd ACM International Workshop on Smart, Autonomous, and Connected Vehicular Systems and Services","volume":"SE-7 2","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":"{\"title\":\"CarLab: Framework for Vehicular Data Collection and Processing\",\"authors\":\"Mert D. Pesé, A. Ganesan, K. Shin\",\"doi\":\"10.1145/3131944.3133940\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Due to the growth of intelligent and self-driving vehicles, there are a multitude of data-driven applications such as user monitoring or traffic modeling and control. Each application often uses its own data-collection platform, leading to a scattered landscape of solutions for vehicular data-driven research and app development. We propose CarLab, a flexible and open vehicular data-collection platform which unifies this landscape of vehicular data-driven research and app development. In this paper, we survey the field of vehicular data collection, describe the system architecture of CarLab and related research issues.\",\"PeriodicalId\":297778,\"journal\":{\"name\":\"Proceedings of the 2nd ACM International Workshop on Smart, Autonomous, and Connected Vehicular Systems and Services\",\"volume\":\"SE-7 2\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-10-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"7\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 2nd ACM International Workshop on Smart, Autonomous, and Connected Vehicular Systems and Services\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3131944.3133940\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2nd ACM International Workshop on Smart, Autonomous, and Connected Vehicular Systems and Services","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3131944.3133940","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
CarLab: Framework for Vehicular Data Collection and Processing
Due to the growth of intelligent and self-driving vehicles, there are a multitude of data-driven applications such as user monitoring or traffic modeling and control. Each application often uses its own data-collection platform, leading to a scattered landscape of solutions for vehicular data-driven research and app development. We propose CarLab, a flexible and open vehicular data-collection platform which unifies this landscape of vehicular data-driven research and app development. In this paper, we survey the field of vehicular data collection, describe the system architecture of CarLab and related research issues.