Integrated System for Efficiently Managing IoT Data from Robots

C. Radu, Alexandru Gavril, Ciprian-Octavian Truică, E. Apostol
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引用次数: 1

Abstract

Internet of Things has rapidly developed over the last years, with sensors collecting extremely large amounts of data. Even though this process is becoming more and more efficient, there is an urgent need for a solution that processes, stores and extracts information in an adequate and efficient manner. Using some of the newest software technologies, this paper presents a data management and visualization solution for the environment data, collected by sensors installed on a robotic machine. In this paper, we present a new architecture for collecting, storing and managing sensor data. Our work-flow starts from the operating system installed on the robot, which is provided with a proper communication channel that allows messages to be exported in a non-relational database compatible format. The collected data is further aggregated, transformed and exposed using the back-end layer of a web application. Finally, the data is displayed using a front-end server, which provides interactive ways for data visualization.
有效管理机器人物联网数据的集成系统
物联网在过去几年迅速发展,传感器收集了极其大量的数据。尽管这一过程正变得越来越有效,但迫切需要一种解决方案,以充分和有效的方式处理、存储和提取信息。利用一些最新的软件技术,本文提出了一个由安装在机器人上的传感器收集的环境数据的数据管理和可视化解决方案。在本文中,我们提出了一种采集、存储和管理传感器数据的新架构。我们的工作流程从安装在机器人上的操作系统开始,该操作系统提供了一个适当的通信通道,允许以非关系数据库兼容的格式导出消息。使用web应用程序的后端层进一步聚合、转换和公开收集到的数据。最后,使用前端服务器显示数据,该服务器为数据可视化提供了交互方式。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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