Real-time Signal Processing of Data from an ECG

被引:0
|
作者
Iqbal, M. N. [1 ]
Bomhara, M. [1 ]
Al Khambashi, M. [1 ,2 ]
Alhassan, H. [1 ]
Abd-Alhameed, R. [1 ]
Eya, N. [1 ]
Qahwaji, R. [1 ]
Noras, J. M. [1 ]
机构
[1] Univ Bradford, Sch Engn & Informat, Bradford, W Yorkshire, England
[2] AlZahra Coll Women, Muscat, Oman
关键词
Electrocardiogram; MATLAB; Real-time; Heart; Judgmental decisions;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper explores the software and hardware developed for real time process and analysis from an Electrocardiogram ECG. The portable ECG device is used to capture data from the heart and lungs which is automatically converted from analogue to digital signal for further analysis. Via the use of an ECG device, data is collected at two different speeds i.e. walking and running respectively. The collected data is retained on PC/laptop and stored on cloud for further analysis. Important frequency components of the time samples of data collected are synthesized and then demonstrated with a simple MATLAB program. Data will be tabulated on MATLAB and analysed using a variety of simple MATLAB functions and a range of plots will be generated. Results showed during the state of walking, the amplitude of the heart rate was consistent. The sudden decline of amplitude and the recovering back to normal implies the change in heart rate due to the fact the subject is running. Plots generated are analysed carefully and judgmental decisions are made on the outcome.
引用
收藏
页码:334 / 338
页数:5
相关论文
共 50 条
  • [21] Semiconductor options for real-time signal processing
    Adams, L
    EDN, 2004, 49 (24) : 87 - +
  • [22] Partial likelihood for real-time signal processing
    Adah, T
    Sonmez, MK
    Liu, X
    1996 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, CONFERENCE PROCEEDINGS, VOLS 1-6, 1996, : 3561 - 3564
  • [23] REAL-TIME RANDOM-SIGNAL PROCESSING
    KELLER, AC
    JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 1970, 47 (1P1): : 70 - &
  • [24] Signal processing for real-time DNA microarrays
    Vikalo, H.
    Hassibi, B.
    Hassibi, A.
    CONFERENCE RECORD OF THE FORTY-FIRST ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS, VOLS 1-5, 2007, : 170 - +
  • [25] REAL-TIME ACQUISITION AND PROCESSING OF A VIBRATION SIGNAL
    Marian, Popescu Ion
    GEOCONFERENCE ON INFORMATICS, GEOINFORMATICS AND REMOTE SENSING, VOL I, 2014, : 303 - 310
  • [26] A VLIW processor for real-time signal processing
    Nakamura, K
    Sakai, K
    Ae, T
    ISSPA 96 - FOURTH INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND ITS APPLICATIONS, PROCEEDINGS, VOLS 1 AND 2, 1996, : 664 - 667
  • [27] Real-time signal processing in embedded systems
    Anisetti, Marco
    Damiani, Ernesto
    Dipanda, Albert
    Jeon, Gwanggil
    JOURNAL OF SYSTEMS ARCHITECTURE, 2016, 64 : 1 - 2
  • [28] Real-Time Convex Optimization in Signal Processing
    Mattingley, Jacob
    Boyd, Stephen
    IEEE SIGNAL PROCESSING MAGAZINE, 2010, 27 (03) : 50 - 61
  • [29] Real-time signal processing techniques in MRI
    Riederer, SJ
    Busse, RF
    Grimm, RC
    Jack, CR
    Kruger, DG
    Rossman, PJ
    Ward, HA
    PROCEEDINGS OF THE 23RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-4: BUILDING NEW BRIDGES AT THE FRONTIERS OF ENGINEERING AND MEDICINE, 2001, 23 : 2240 - 2243
  • [30] Real-time ECG signal transmission via telephone network
    Engin, M
    Çaglav, E
    Engin, EZ
    MEASUREMENT, 2005, 37 (02) : 167 - 171