• DocumentCode
    3577927
  • Title

    An enhanced method of lossless ECG data compression using ASCII character encoding

  • Author

    El B´charri, Oussama ; Latif, Rachid ; Dliou, Azzedine ; Abenaou, Abdenbi ; Jakjoud, Hicham

  • Author_Institution
    Nat. Sch. of Appl. Sci., Ibn Zohr Univ., Agadir, Morocco
  • fYear
    2014
  • Firstpage
    643
  • Lastpage
    647
  • Abstract
    Cardiac arrest is quoted as the major contributor to sudden and unexpected death around the globe. For detection and identification of cardiac problems, the electrocardiogram (ECG), which represents electrical activity of the heart, has to be continuously monitored typically over 24-h period. As a result, the produced ECG recording amounts to huge data sizes. In this paper, a new ECG data compression algorithm for real-time applications is proposed. The whole algorithm is written in C-platform. The algorithm is tested on various ECG data taken from PTB Diagnostic ECG Database. The compression scheme is such that the compressed file contains only ASCII characters. It is observed that the compression module gives a high compression ratio (CR = 18.48). The data reconstruction algorithm has also been developed using the reversed logic and it is seen that the difference between original and reconstructed ECG signal is almost negligible which leads to an excellent Quality Score.
  • Keywords
    data compression; electrocardiography; medical signal processing; signal reconstruction; ASCII character encoding; C platform; ECG signal reconstruction; PTB diagnostic ECG database; cardiac arrest; data reconstruction algorithm; electrocardiography; lossless ECG data compression; quality score; reversed logic; Biomedical measurement; Electrocardiography; Encoding; Monitoring; ASCII character encoding; ECG; lossless compression;
  • 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.2014.7060946
  • Filename
    7060946