首页> 外文会议>IEEE International Conference on Advanced Computational Intelligence >Construction of the system framework of Spatial Data Warehouse in Internet of Things environments
【24h】

Construction of the system framework of Spatial Data Warehouse in Internet of Things environments

机译:物联网环境中空间数据仓库系统框架的构建

获取原文

摘要

In the era of the Internet of Things (IOT), the information world and the entity world are gradually integrated. Thus, the ways that people obtain, transmit, store, update and analyze information are also undergoing profound change. These changes will undoubtedly bring some new challenges to the traditional Spatial Data Warehouse (SDW) system. Based on the analysis of the technical characteristics of IOT and its potential application trends which combine IOT technology with geographic information, firstly, we proposed an architecture solution for the Spatial Data Warehouse system in IOT environments (SDWIT). Secondly, the SDWIT system was constructed which supported by the architecture solution. In this paper, the data source layer, the data processing layer, the data storage layer and the application analysis layer of the SDWIT system are designed in detail. Together, the four layers achieve the collection, transmission, storage and update for the real-time or near real-time information of perceived entities. Thus, the SDWIT system realizes data integration and data fusion for the Abstract Data Type Data (ADTD) and Entity Perception Data (EPD), and improves the ability of data analysis and data mining. At the same time, it also ensures the interchange and process between person and person, person and things, things and things, and utilizes the integration advantage to compensate for some deficiencies of the traditional SDW system. Finally, in the view of technology integration application of IOT technology fusing with GPS, Virtual Reality and Mobile GIS, a next generation innovation application mode of IOT under the support of the SDWIT system was briefly discussed.
机译:在物联网(物联网)的时代,信息世界和实体世界逐渐集成。因此,人们获得,传输,存储,更新和分析信息的方式也在进行深刻的变化。毫无疑问,这些变化将为传统的空间数据仓库(SDW)系统带来一些新的挑战。基于IOT技术与地理信息结合IOT技术的IOT技术特征及其潜在应用趋势的分析,首先,我们提出了IOT环境中空间数据仓库系统的架构解决方案(SDWIT)。其次,构造了由架构解决方案支持的SDWIT系统。在本文中,详细设计了数据源层,数据处理层,数据存储层和SDWIT系统的应用分析层。共同努力实现了对感知实体的实时或近实时信息的收集,传输,存储和更新。因此,SDWIT系统实现了抽象数据类型数据(ADTD)和实体感知数据(EPD)的数据集成和数据融合,并提高了数据分析和数据挖掘的能力。与此同时,它还确保了人与人,人物和事物,事物和事物之间的交换和过程,并利用了集成优势来弥补传统SDW系统的一些缺陷。最后,在IOT技术的技术集成应用中,简要讨论了在SDWIT系统支持下,下一代IOT创新应用模式。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号