Implementation of Real-Time Abnormal ECG Detection Algorithm for Wearable Healthcare

被引：0
|
作者：
Noh, Yun-Hong [2 ]
Hwang, Gi-Hyun [1 ]
Jeong, Do-Un [1 ]
机构：
[1] Dongseo Univ, Div Comp & Informat Engn, Pusan, South Korea
[2] Dongseo Univ, Grad Sch, Dept Ubiquitous IT Engn, Pusan, South Korea
来源：
2011 6TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCES AND CONVERGENCE INFORMATION TECHNOLOGY (ICCIT) | 2012年
基金：
新加坡国家研究基金会;
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：
In this paper, a convenience healthcare monitoring system and a real-time arrhythmia or abnormal ECG detection algorithm are developed. Performance analysis on R-peak detection and abnormal ECG detection has been carried out using several MIT/BIH Arrhythmia Database. The performance analysis shows an average percentage accuracy of 99.63% for R-peak detection and an average percentage accuracy of 92.46% for abnormal ECG. We also implemented the abnormal ECG detection algorithm in a patch type ECG measurement system for daily life ECG monitoring. The experimental result proves the capability of real-time abnormal ECG classification in daily life.
引用
收藏
页码：111 / 114
页数：4
相关论文
共 50 条
  • [41] Subpixel real-time jitter detection algorithm and implementation for polarimetric and helioseismic imager
    Roma, David
    Carmona, Manuel
    Bosch, Jose
    Casas, Albert
    Herms, Atila
    Lopez, Manel
    Ruiz, Oscar
    Sabater, Josep
    Berkefeld, Thomas
    Maue, Thorsten
    Nakai, Eiji
    Schmidt, Wolfgang
    Soltau, Dirk
    Volkmer, Reiner
    Gomez, Jose M.
    JOURNAL OF ASTRONOMICAL TELESCOPES INSTRUMENTS AND SYSTEMS, 2019, 5 (03)
  • [42] Real-Time DSP Implementation of Pedestrian Detection Algorithm Using HOG Features
    Chavan, Akshay
    Yogamani, Senthil Kumar
    2012 12TH INTERNATIONAL CONFERENCE ON ITS TELECOMMUNICATIONS (ITST-2012), 2012, : 346 - 349
  • [43] FPGA implementation of collaborative representation algorithm for real-time hyperspectral target detection
    Jingjing Wu
    Yu Jin
    Wei Li
    Lianru Gao
    Bing Zhang
    Journal of Real-Time Image Processing, 2018, 15 : 673 - 685
  • [44] Real-Time Detection Algorithm of Abnormal Behavior in Crowds Based on Gaussian Mixture Model
    Luo, Zhaohui
    He, Weisheng
    Liwang, Minghui
    Huang, Lianfen
    Zhao, Yifeng
    Geng, Jun
    2017 12TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND EDUCATION (ICCSE 2017), 2017, : 183 - 187
  • [45] Wearable Real-Time ECG Monitoring with Emergency Alert System for Scuba Diving
    Cibis, Tobias
    Groh, Benjamin H.
    Gatermann, Heike
    Leutheuser, Heike
    Eskofier, Bjoern M.
    2015 37TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2015, : 6074 - 6077
  • [46] Wavelet-based real-time ECG processing for a wearable monitoring system
    Zaunseder, S.
    Fischer, W. -J.
    Poll, R.
    Rabenau, M.
    BIOSIGNALS 2008: PROCEEDINGS OF THE FIRST INTERNATIONAL CONFERENCE ON BIO-INSPIRED SYSTEMS AND SIGNAL PROCESSING, VOL II, 2008, : 255 - 260
  • [47] Wearable Wireless ECG Sensor with Cross-Platform Real-Time Monitoring
    Thanawattano, Chusak
    Pongthornseri, Ronachai
    Dumnin, Songphon
    2012 IEEE EMBS CONFERENCE ON BIOMEDICAL ENGINEERING AND SCIENCES (IECBES), 2012,
  • [48] Real-Time Processing and Analysis for Activity Classification to Enhance Wearable Wireless ECG
    Shaji, Shereena
    Ramesh, Maneesha Vinodini
    Menon, Vrindha N.
    PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATION TECHNOLOGIES, IC3T 2015, VOL 2, 2016, 380 : 21 - 35
  • [49] Evolution of Wearable Devices with Real-Time Disease Monitoring for Personalized Healthcare
    Guk, Kyeonghye
    Han, Gaon
    Lim, Jaewoo
    Jeong, Keunwon
    Kang, Taejoon
    Lim, Eun-Kyung
    Jung, Juyeon
    NANOMATERIALS, 2019, 9 (06)
  • [50] AN ADAPTIVE REAL-TIME ECG COMPRESSION ALGORITHM WITH VARIABLE THRESHOLD
    FURHT, B
    PEREZ, A
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1988, 35 (06) : 489 - 494
12345