• DocumentCode
    1938142
  • Title

    A High Efficient Quality Control Strategy for Wavelet-Based ECG Data Compression System

  • Author

    Ku, Cheng-Tung ; Hung, King-Chu ; Wang, Huan-Sheng

  • Author_Institution
    Dept. of Inf. Manage., Tzu Hui Inst. of Technol., Tainan
  • Volume
    2
  • fYear
    2008
  • fDate
    27-30 May 2008
  • Firstpage
    320
  • Lastpage
    323
  • Abstract
    Maintaining retrieved signal with desired quality is crucial for ECG data compression. In this paper, a high efficient quality control strategy is proposed for wavelet-based ECG data compression. The strategy is based on a modified non-linear quantization scheme that can obtain a linear distortion behavior with respective to a control variable. The linear distortion characteristic supports the design of a linear control variable prediction algorithm. By using the MIT-BIH arrhythmia database, the experimental results show that the linear control variable prediction method can effectively improve the convergence speed than the previous literatures.
  • Keywords
    convergence of numerical methods; data compression; electrocardiography; medical signal processing; MIT-BIH arrhythmia database; convergence speed; linear control variable prediction algorithm; linear distortion behavior; modified nonlinear quantization scheme; quality control strategy; wavelet based ECG data compression; Algorithm design and analysis; Data compression; Databases; Electrocardiography; Information retrieval; Nonlinear distortion; Prediction algorithms; Prediction methods; Quality control; Quantization; Data compression; ECG; Wavelet transform;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    BioMedical Engineering and Informatics, 2008. BMEI 2008. International Conference on
  • Conference_Location
    Sanya
  • Print_ISBN
    978-0-7695-3118-2
  • Type

    conf

  • DOI
    10.1109/BMEI.2008.184
  • Filename
    4549187