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Multi-information location data fusion system of railway signal based on cloud computing

机译:基于云计算的铁路信号多信息定位数据融合系统

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摘要

In order to solve the problems of multi-source heterogeneous, mass storage, and information sharing of traditional railway signal multi-information location data, based on the analysis of railway big data environment, the architecture of the cloud physics-based information physical fusion system (CPS) was proposed. The service division and hierarchical combination of the architecture were analyzed. Taking the railway signal multiple information train positioning data as an example, a real-time processing method of railway large data stream based on Storm was proposed. Finally, the cloud storage model designed in this paper was compared with the traditional stand-alone architecture. The results showed that this system had a greater advantage in handling large amounts of data. To sum up, the system has practical application value in the processing of multi-information location data of railway signals.
机译:为了解决传统铁路信号多信息定位数据的多源异构,大容量存储和信息共享的问题,在分析铁路大数据环境的基础上,构建了基于云物理的信息物理融合系统(CPS)的建议。分析了体系结构的服务划分和层次组合。以铁路信号多信息列车定位数据为例,提出了一种基于Storm的铁路大数据流实时处理方法。最后,将本文设计的云存储模型与传统的独立体系结构进行了比较。结果表明,该系统在处理大量数据方面具有更大的优势。综上所述,该系统在铁路信号多信息定位数据处理中具有实际应用价值。

著录项

  • 来源
    《Future generation computer systems》 |2018年第11期|594-598|共5页
  • 作者单位

    School of Electric and Information Engineering, Beijing Jiaotong University,College of Automation and Electrical Engineering of Qingdao University,National Experimental Center for Electrics and Electronics (Qingdao University);

    School of Electric and Information Engineering, Beijing Jiaotong University,National Engineering Research Center of Rail Transportation Operation and Control System, Beijing Jiaotong University;

    School of Electric and Information Engineering, Beijing Jiaotong University;

    Standards& Metrology Research Institute, China Academy of Railway Sciences;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    CPS; Train positioning data; Cloud computing; Large data; Railway signals;

    机译:CPS;火车定位数据;云计算;大数据;铁路信号;

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