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Medical Monitoring and Managing Application of the Information Service Cloud System Based on Internet of Things

机译:基于物联网的信息服务云系统的医疗监控与管理应用

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摘要

Cloud computing and the Internet of Things are the two hot points in the internet application field. The application of the two new technologies is in hot discussion and research, but quite less on the field of medical monitoring and managing service application. Thus, in this paper, we study and analyze the application of cloud computing and the Internet of Things on the biomedical field. And we manage to make a combination of the two techniques in the hospital monitoring and managing information system. The model architecture for remote monitoring cloud platform of healthcare information (RMCPHI) was established firstly. Then the RMCPHI architecture was analyzed. Finally an efficient PSOSAA algorithm was proposed for the medical monitoring and managing application of the hospital information service cloud system. Simulation results showed that the proposed algorithm outperforms the simulated anneanling algorithm and the ant colony optimization algorithm and our proposed scheme can improve the efficiency about 50%.
机译:云计算和物联网是互联网应用领域的两个热点。两种新技术的应用正处于热烈的讨论和研究中,但在医学监测和管理服务应用领域却很少。因此,在本文中,我们研究和分析了云计算和物联网在生物医学领域的应用。而且,我们设法在医院监控和信息系统中将这两种技术结合起来。首先建立了医疗信息远程监控云平台(RMCPHI)的模型架构。然后分析了RMCPHI体系结构。最后提出了一种高效的PSOSAA算法,用于医院信息服务云系统的医疗监控。仿真结果表明,该算法优于模拟退火算法和蚁群优化算法,所提方案可以将效率提高约50%。

著录项

  • 来源
    《Journal of software》 |2014年第7期|1802-1809|共8页
  • 作者单位

    School of Mathematics & Computer Science, GanNan Normal University, Ganzhou, China;

    School of Computers, Guangdong University of Technology, Guangzhou, China School of Electronic Engineering, Dongguan University of Technology, Dongguan, China;

    School of Computers, Guangdong University of Technology, Guangzhou, China School of Electronic Engineering, Dongguan University of Technology, Dongguan, China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Algorithm optimization; Internet of Things; Cloud computing; Medical application;

    机译:算法优化;物联网;云计算;医疗应用;

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