Reliable Data Collection from Mobile Users for Real-Time Clinical Monitoring

被引:0
|
作者
Chipara, Octav [1 ]
Brooks, Christopher [1 ]
Bhattacharya, Sangeeta [1 ]
Lu, Chenyang [1 ]
Chamberlain, Roger [1 ]
Roman, Gruia-Catalin [1 ]
Bailey, Thomas C. [2 ]
机构
[1] Washington Univ, Dept Comp Sci & Engn, St Louis, MO 63130 USA
[2] Washington Univ, Sch Med, St Louis, MO USA
关键词
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Real-time patient monitoring is critical to early detection of clinical patient deterioration in general hospital wards. A key challenge in such applications is to reliably deliver sensor data from mobile patients. We present an empirical analysis on the reliability of data collection from wireless pulse oximeters attached to users. We observe that most packet loss occur from mobile users to their first-hop relays. Based on this insight we developed the Dynamic Relay Association Protocol (DRAP), a simple and effective mechanism for dynamically discovering the right relays to be used for forwarding data from mobile users.
引用
下载
收藏
页码:397 / +
页数:2
相关论文
共 50 条
  • [21] Mobile Application Development and Testing for Work Zone Activity Real-Time Data Collection
    Azadi, Farzaneh
    Adu-Gyamfi, Yaw
    Sun, Carlos
    Edara, Praveen
    TRANSPORTATION RESEARCH RECORD, 2020, 2674 (06) : 351 - 362
  • [22] Geyser model with real-time data collection
    Lasic, S.
    EUROPEAN JOURNAL OF PHYSICS, 2006, 27 (04) : 995 - 1005
  • [23] A Real-Time Data Collection Mechanism With Trajectory Privacy in Mobile Crowd-Sensing
    Niu, Xin
    Huang, Hongyu
    Li, Yantao
    IEEE COMMUNICATIONS LETTERS, 2020, 24 (10) : 2114 - 2118
  • [25] REAL-TIME MONITORING METHOD OF HOSPITAL PARKING SPACES TARGETING NUMEROUS MOBILE APP USERS
    Zhu, D. J.
    BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2016, 119 : 53 - 54
  • [26] The Benefits of Comprehensive, Real-time Data from Mobile Devices
    Smith, Cy
    ITE JOURNAL-INSTITUTE OF TRANSPORTATION ENGINEERS, 2014, 84 (08): : 18 - 19
  • [27] Real-time QoS Monitoring for Big Data Analytics in Mobile Environment: an Overview
    Xiao, Fang
    Wainaina, Paul
    2016 INTERNATIONAL CONGRESS ON COMPUTATION ALGORITHMS IN ENGINEERING (ICCAE 2016), 2016, : 26 - 30
  • [28] A Proposal of Data Collection by Mobility Users on Real-time for e-Bike Navigation System
    Yamaguchi, Ryuta
    Siriaraya, Panote
    Li, Da
    Yoshihisa, Tomoki
    Shimojo, Shinji
    Kawai, Yukiko
    2021 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2021, : 6056 - 6057
  • [29] Real-Time Clinical Monitoring of Biomolecules
    Rogers, Michelle L.
    Boutelle, Martyn G.
    ANNUAL REVIEW OF ANALYTICAL CHEMISTRY, VOL 6, 2013, 6 : 427 - 453
  • [30] ZS MOMENTS SOFTWARE AS A REAL-TIME DATA COLLECTION TOOL FOR CLINICAL RESEARCH
    Lamos, Luke
    Florio, Jared
    Beacker, Jesse
    Brown, Jerry
    Baran, Jessica V.
    Oliveros, Lea
    Vanderhoof, Jon
    Wilsey, Michael
    GASTROENTEROLOGY, 2023, 164 (06) : S722 - S723