• 主题
高级搜索  >
历史搜索 清空历史
首页> 外文会议>International Conference on Ubiquitous Computing and Ambient Intelligence >SensorCentral: A Research Oriented, Device Agnostic, Sensor Data Platform
【24h】

SensorCentral: A Research Oriented, Device Agnostic, Sensor Data Platform

机译：传感器中心：面向研究，设备不可知，传感器数据平台

获取原文
页面导航
  • 摘要
  • 著录项
  • 相似文献
  • 相关主题

摘要

Increasingly research interests within the area of pervasive and ubiquitous computing, such as activity recognition, rely upon storage and retrieval of sensor data. Due to the increase in volume, velocity and variation of such sensor data its storage and retrieval has become a big data problem. There are a number of current platforms that are intended to store large amount of sensor data, however, they lack research oriented features. To address these deficiencies this study introduces a research oriented, device agnostic sensor, data platform called SensorCentral. This platform incorporates several research oriented features such as offering annotation interfaces, metric generation, exporting experimental datasets, machine learning services, rule based classification, forwarding live sensor records to other systems and quick sensor configuration. The current main installation of this platform has been in place for over 18 months, has been successfully associated with 6 sensor classes from 13 vendors and currently holds over 500 million records. Future work will involve offering this platform to other researchers and incorporating direct integration with the Open Data Initiative enabling better collaboration with other researchers on an international scale.
机译：越来越多的研究兴趣在普遍存在和无处不在的计算领域，例如活动识别，依赖于存储和检索传感器数据。由于体积增加，速度和这种传感器数据的变化，其存储和检索已成为一个大数据问题。有许多当前平台旨在存储大量的传感器数据，但是，它们缺乏研究面向研究。为了解决这些缺陷，本研究介绍了一种面向研究的设备不可知传感器，数据平台称为传感器。该平台包含多种研究面向的功能，如提供注释接口，度量生成，导出实验数据集，机器学习服务，规则的分类，转发实时传感器记录到其他系统和快速传感器配置。目前该平台的主要安装已经到位超过18个月，已成功与来自13个供应商的6个传感器课程相关联，目前持有超过5000万件。未来的工作将涉及向其他研究人员提供这个平台，并将直接整合与开放式数据倡议，使与国际规模的其他研究人员更好地合作。

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