A Cyber-Physical System for Real-Time Physiological Data Monitoring and Analysis

被引:0
|
作者
Huanca, Fernando [1 ]
Torres, Mario [1 ]
Rodriguez-Fernandez, Maria [2 ]
Nunez, Felipe [1 ]
机构
[1] Pontificia Univ Catolica Chile, Dept Elect Engn, Santiago 7820436, Chile
[2] Pontificia Univ Catolica Chile, Sch Engn Med & Biol Sci, Inst Biol & Med Engn, Santiago 7810000, Chile
来源
IEEE INTERNET OF THINGS JOURNAL | 2024年 / 11卷 / 17期
关键词
Cyber-physical systems (CPSs); healthcare; 4.0; smart health; HEALTH-CARE; CLOUD;
D O I
10.1109/JIOT.2024.3404220
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In the pursuit of a personalized healthcare experience, data-driven decision-making has become increasingly relevant. In this context, there is a growing need for technological systems specifically tailored to efficiently manage vast amounts of healthcare data. To address this need, in this work, we contribute by presenting a cyber-physical solution for monitoring and analyzing physiological data obtained from wearable devices. The proposed system is designed following a service-oriented architecture, which promotes modularity and enables efficient data access and analysis. The system is capable of ingesting and consolidating wearable data produced by a variety of commercial devices, scaling to accommodate a large number of data producers, and accepting queries from a multitude of consumers through various mechanisms. Performance tests conducted in various scenarios using real data demonstrate the system's effectiveness in maintaining real-time data access.
引用
收藏
页码:28918 / 28930
页数:13
相关论文
共 50 条
  • [31] Real-time cyber-physical system co-simulation testbed for microgrids control
    Cao, Ge
    Gu, Wei
    Gu, Chenxiao
    Sheng, Wanxing
    Pan, Jing
    Li, Rui
    Sun, Lijing
    IET CYBER-PHYSICAL SYSTEMS: THEORY & APPLICATIONS, 2019, 4 (01) : 38 - 45
  • [32] Fault Diagnosis of Induction Motors: An Architecture for Real-Time Assessment as a Cyber-Physical System
    Pal, Ranjan Sasti Charan
    Dewangan, Nagesh
    Mohanty, Amiya Ranjan
    ENGINEERING TRANSACTIONS, 2023, 71 (01): : 23 - 42
  • [33] Methods of Multidimensional Aggregation of Time Series of Streaming Data for Cyber-Physical System Monitoring
    M. A. Poltavtseva
    T. M. Andreeva
    Automatic Control and Computer Sciences, 2022, 56 : 829 - 837
  • [34] Methods of Multidimensional Aggregation of Time Series of Streaming Data for Cyber-Physical System Monitoring
    Poltavtseva, M. A.
    Andreeva, T. M.
    AUTOMATIC CONTROL AND COMPUTER SCIENCES, 2022, 56 (08) : 829 - 837
  • [35] WiP Abstract: Cyber-Physical Systems for Real Time Cardiac Monitoring
    Don, S.
    Chung, Duckwon
    Min, Dugki
    2012 IEEE/ACM THIRD INTERNATIONAL CONFERENCE ON CYBER-PHYSICAL SYSTEMS (ICCPS 2012), 2012, : 207 - 207
  • [36] Analysis of real-time jitter in cyber-physical applications using frequency domain perturbation
    Cayssials, Ricardo
    Ferro, Edgardo
    INTERNATIONAL JOURNAL OF GENERAL SYSTEMS, 2023, 52 (01) : 48 - 60
  • [37] Embedded real-time systems in cyber-physical applications: a frequency domain analysis methodology
    Aciti, Claudio
    Cayssials, Ricardo
    Ferro, Edgardo
    Urriza, Jose
    Orozco, Javier
    INTERNATIONAL JOURNAL OF GENERAL SYSTEMS, 2020, 49 (02) : 201 - 221
  • [38] A Cyber-Physical System for Environmental Monitoring
    Mois, George
    Sanislav, Teodora
    Folea, Silviu C.
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2016, 65 (06) : 1463 - 1471
  • [39] A CYBER-PHYSICAL SYSTEM FOR ELDERS MONITORING
    Li, Xiang
    Qiao, Ying
    Wang, Hongan
    ICEIS 2010: PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS, VOL 1: DATABASES AND INFORMATION SYSTEMS INTEGRATION, 2010, : 294 - 299
  • [40] Seamless validation of cyber-physical systems under real-time conditions by using a cyber-physical laboratory test field
    Jacobitz, Sven
    Gollner, Marian
    Zhang, Jie
    Yarom, Or Aviv
    Liu-Henke, Xiaobo
    IEEE INTERNATIONAL CONFERENCE ON RECENT ADVANCES IN SYSTEMS SCIENCE AND ENGINEERING (IEEE RASSE 2021), 2021,