• DocumentCode
    3108906
  • Title

    Detecting ECG Validity Based on Wavelet

  • Author

    Tian, Jie ; Zhao, Jie ; Li, Qun ; Xu, Fang-zhou ; Zhao, Yan-na ; Wang, Yue

  • Author_Institution
    Dept. of Phys. & Electron., Shandong Normal Univ., Jinan, China
  • fYear
    2010
  • fDate
    18-20 June 2010
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Cardiogram recordings include numerous noncardiac containments, which overlap with the cardiac components in the frequency domain. Despite the rich literature in ECG denoising field, there are still noise left in the ECG. Useful information can not be extracted from such ECG. Therefore, the detection ECG validity algorithm was proposed based on wavelet transform. First, signals were preprocessed by suppressing the noise such as baseline wander, power-line and harmonic interferences and electromyogram(EMG). Then, they were calculated by this method with 4 s slipping windows. In this way, accuracy and efficiency are improved greatly for the subsequent processing such as ventricular fibrillation (VF) detection. The algorithm is successfully evaluated on the complete MIT-BIH Arrhythmia Database, some data from CU Database and the MIT-BIH Noise Stress Test Database. Results show that the algorithm has a high quality and is easily implemented. It may serve in the real-time remote health monitor system.
  • Keywords
    electrocardiography; medical information systems; medical signal detection; medical signal processing; telemedicine; ECG validity algorithm; MIT-BIH Arrhythmia Database; MIT-BIH Noise Stress Test Database; baseline wander; electromyogram; harmonic interference; power-line interference; real-time remote health monitor system; slipping windows; subsequent processing; ventricular fibrillation detection; wavelet transform; Cardiology; Data mining; Databases; Electrocardiography; Fibrillation; Frequency domain analysis; Interference suppression; Noise reduction; Power system harmonics; Wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioinformatics and Biomedical Engineering (iCBBE), 2010 4th International Conference on
  • Conference_Location
    Chengdu
  • ISSN
    2151-7614
  • Print_ISBN
    978-1-4244-4712-1
  • Electronic_ISBN
    2151-7614
  • Type

    conf

  • DOI
    10.1109/ICBBE.2010.5515876
  • Filename
    5515876