摘要
为了提高移动护理信息综合管理系统的自适应性及其稳定性,提出一种基于多源信息集成的系统设计。首先建立管理系统的总体结构模型,采用传感信息感知和物联网拓扑信息采集方法对移动护理信息的多源信息进行采样,从而进行大数据分析和大数据处理结构模型构建。基于数据分析和处理结果,提取移动护理信息的自相关特征量,采用物联网、在线感知、数据融合聚类等技术,实现多源信息融合的输出优化,从而实现对移动护理信息的综合管理设计。仿真结果表明,本文方法进行护理信息管理的输出可靠性较好,数据融合聚类能力较强。
In order to improve the adaptability and stability of the mobile nursing information integrated management system, system design based on multi-source information integration is proposed. Firstly, the overall structure model of the management system is established, and the multi-source information of mobile nursing information is sampled by the methods of sensing information perception and IoT topology information collection, so as to carry out big data analysis and construction of big data processing structure model. Based on the results of data analysis and processing, the autocorrelation characteristics of mobile nursing information are extracted, and technologies such as the Internet of Things, online perception, and data fusion clustering are used to optimize the output of multi-source information fusion, so as to realize the optimization of mobile nursing information comprehensive management design. The simulation results show that the output reliability of nursing information management by this method is better,and the data fusion clustering ability is stronger.
作者
迟瑞娟
CHI Rui-juan(The Ninth People's Hospital Affiliated to Shanghai Jiao Tong University Medical College,Shanghai 200011 China)
出处
《自动化技术与应用》
2022年第10期167-170,共4页
Techniques of Automation and Applications
关键词
多源信息集成
移动护理信息
综合管理
物联网
multi-source information integration
mobile nursing information
comprehensive management
Internet of Things