• DocumentCode
    3577890
  • Title

    A new simple and efficient technique for ECG compression based on leads converter and DWT coefficients thresholding

  • Author

    El hanine, Mustapha ; Abdelmounim, Elhassane ; Haddadi, Rachid ; Belaguid, Abdelaziz

  • Author_Institution
    LASTI, Univ. of Hassan I, Settat, Morocco
  • fYear
    2014
  • Firstpage
    638
  • Lastpage
    643
  • Abstract
    In this paper, a new scheme for ElectroCardioGram (ECG) signal compression is proposed. The idea behind this efficient scheme is simple. Primary, the redundancies between the six leads represented in frontal plane (DI to aVF) was exploited to perform only 2 leads using a converting method; in this step, the scheme provided a near lossless Compression Ratio (CR) up to 3:1. Secondly, to increase the CR, we have used the recent powerful Discrete Wavelet Transform (DWT) signal processing combined to its thresholded coefficients and Adaptive Decimal to Binary Converter (ADBC). Experiments are carried out on the selected records from the PTB Arrhythmia Database and obtained an average Percent Root mean squared Difference (PRD) as around 0.59% to 16.38% for an average CR of 4.96:1 to 130.34:1 respectively. The results indicate that this technique can be applied without altering a real morphology ECG signals and it applies to all types of ECG signals, whether normal or presenting arrhythmias.
  • Keywords
    data compression; discrete wavelet transforms; electrocardiography; medical signal processing; ADBC; DWT coefficient thresholding; DWT signal processing; ECG signal compression; PTB arrhythmia database; adaptive decimal-binary converter; average CR; average PRD; average percent root mean squared difference; converting method; discrete wavelet transform; electrocardiogram signal compression; frontal plane; lead converter; near-lossless compression ratio; real morphology ECG signals; Databases; Discrete wavelet transforms; Electronics packaging; Equations; ISO; ISO standards; Integrated circuits; Adaptive Decimal to Binary Converter; CR; Compression; DWT; ECG; Leads Converter; PRD;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Complex Systems (WCCS), 2014 Second World Conference on
  • Print_ISBN
    978-1-4799-4648-8
  • Type

    conf

  • DOI
    10.1109/ICoCS.2014.7060909
  • Filename
    7060909